{"total":54,"items":[{"citing_arxiv_id":"2605.22704","ref_index":12,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"All-band photonic integrated optical parametric amplification","primary_cat":"physics.optics","submitted_at":"2026-05-21T16:46:17+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Demonstration of 23.5 dB flat-top parametric gain spanning 100 THz and 313 mW on-chip power in PPLT integrated circuits for all-band amplification via cascaded second-order processes.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2605.22656","ref_index":1,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Emergent Neutrino Texture Geometry from Dark Matter and Lepton Flavor Violation in the Scotogenic Model","primary_cat":"hep-ph","submitted_at":"2026-05-21T15:58:15+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":4.0,"formal_verification":"none","one_line_summary":"Numerical scans in the minimal scotogenic model indicate that approximate neutrino texture structures emerge dynamically from dark matter and lepton flavor violation consistency conditions.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2605.21324","ref_index":17,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Stimulus symmetries can confound representational similarity analyses","primary_cat":"q-bio.NC","submitted_at":"2026-05-20T15:51:21+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":5.0,"formal_verification":"none","one_line_summary":"Stimulus symmetries render many neural representations functionally equivalent yet produce qualitatively different RSMs, including drifting ones from SGD or regularization in image-encoding networks.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2605.20473","ref_index":76,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Code Generation by Differential Test Time Scaling","primary_cat":"cs.SE","submitted_at":"2026-05-19T20:39:14+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"DiffCodeGen clusters code candidates by behavioral similarity from fuzzing-synthesized inputs and selects the largest cluster's medoid, matching or exceeding prior test-time scaling methods with far less token and time cost.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2605.19795","ref_index":27,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Function, Complexity and Thermodynamics in Adaptive and Intelligent Soft Matter Systems: An Information-Theoretical Formulation","primary_cat":"cond-mat.soft","submitted_at":"2026-05-19T12:58:30+00:00","verdict":null,"verdict_confidence":null,"novelty_score":null,"formal_verification":null,"one_line_summary":null,"context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2605.16617","ref_index":1,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Exceeding the Numerical and Performance Characteristics of IEEE-754 SGEMM with BFloat16 Tensor Cores on GPUs for Scientific Computing","primary_cat":"cs.DC","submitted_at":"2026-05-15T20:37:49+00:00","verdict":"CONDITIONAL","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"BF16 tensor cores on GPUs emulate FP32 SGEMM with superior performance, power efficiency, and numerical accuracy compared to native FP32, including a library implementation that handles denormals.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2605.04416","ref_index":33,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"SpinTune: Improving the Reliability of Quantum Sensor Networks for Practical Quantum-Classical Utility","primary_cat":"quant-ph","submitted_at":"2026-05-06T02:13:58+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"SpinTune applies reinforcement learning to discover adaptive dynamical decoupling sequences that outperform standard methods at preserving coherence in simulated Carbon-13 spin bath environments.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"Dynamical decoupling (DD) techniques - which apply structured sequences of control pulses to suppress decoherence - are a pow- erful approach for prolonging NV coherence [ 15, 21, 35, 45, 49]. Sequences like Carr-Purcell (CPMG) or Uhrig DD (UDD) are known to target specific noise spectral characteristics, effectively acting as frequency-domain filters that quench low-frequency noise [33, 44]. Yet, despite their success, standard DD sequences are often designed analytically under simplified noise assumptions and are not guar- anteed to perform optimally in realistic spin environments [2, 10]. The Opportunity:In practice, the noise profile experienced by an NV center is highly non-trivial: a complex function of material defects, 13C spin distributions, and control imperfections [5, 6, 17]."},{"citing_arxiv_id":"2605.04265","ref_index":126,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Benchmarking open-source tools for in silico antiviral drug discovery","primary_cat":"q-bio.BM","submitted_at":"2026-05-05T19:59:39+00:00","verdict":"CONDITIONAL","verdict_confidence":"LOW","novelty_score":5.0,"formal_verification":"none","one_line_summary":"Boltz-2 and fine-tuned DrugFormDTA lead ML-based binding prediction while GNINA leads docking tools on a cleaned antiviral dataset, with performance varying by viral protein.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"It is built on top of Rosetta and includes fea- tures for physics-based energy minimization.Drugitbuilds off the success ofFoldit(2008 - present), which turned protein folding into a game.[125] In the third CACHE challenge, theDrugitteam did well, advancing to the second round and discovering a SARS-CoV-2 NSP3-MAC1 inhibitor that was experimentally confirmed with aKD of≈10µM.[126] The CACHE-3 organizers said the result was \"sobering\" but noted that many of the users ofFoldit/Drugitduring the challenge were professional chemists. 20 Table 3: Some recent machine learning based architectures for drug-target affinity prediction Name year molecular encoder protein encoder Davisr 2 KIBAr 2 reference DeepDTA 2018 CNN CNN 0.631 0."},{"citing_arxiv_id":"2605.03854","ref_index":46,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Space-Time Tradeoffs of Pauli-Based Computation in Distributed qLDPC Architectures","primary_cat":"quant-ph","submitted_at":"2026-05-05T15:19:56+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":5.0,"formal_verification":"none","one_line_summary":"Large qLDPC blocks in distributed quantum computing enable Pauli-based computation to run up to 10x faster than surface codes for optimization algorithms by using spare nodes to bypass serialization bottlenecks.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"access to magic states, limited communication buffers for Bell pairs, and a sufficient number of QPUs to prevent artificial bottlenecks. Rather than targeting resource-heavy cryptographic bench- marks like Shor's algorithm, we focus on near-term FTQC op- timization applications. We analyze the quantum approximate optimization algorithm (QAOA) [ 45] and decoded quantum interferometry (DQI) [ 46]. These algorithms provide a rich set of common subroutines and have demonstrated quantum advantage over classical heuristics [ 47]-[49]. By fixing the number of nodes, node groups, and physical qubits per node, we directly compare the runtime of our custom-designed circuits against an active volume surface code baseline con- structed for state-of-the-art monolithic architecture [ 50]."},{"citing_arxiv_id":"2605.03580","ref_index":52,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Non-Markovian Electroweak Baryogenesis: Memory Effects on CP-Violating Transport and Gravitational Waves","primary_cat":"hep-ph","submitted_at":"2026-05-05T09:51:10+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Non-Markovian memory effects narrow the viable parameter space for electroweak baryogenesis, shift optimal wall velocities lower, produce non-monotonic baryon asymmetry dependence on memory timescale, and can enhance gravitational-wave signals.","context_count":1,"top_context_role":"method","top_context_polarity":"use_method","context_text":"where the functionF(x) interpolates between the massless limit (M≪T), in which phase space is unsuppressed, and the Boltzmann-suppressed heavy-particle regime (M≫T). Equation (7) is obtained by evaluating the one-loop self- energy diagram in which Ψ emits a virtualSboson into the thermal bath; the 2→2 scattering rate Ψ +X→Ψ +X viaSexchange yields the same leading-order result [52, 53]. Higher-order corrections of order|λ S|4 ln(1/|λS|) are subleading in the small-coupling regime and are neglected here. B. Memory Timescale and Its Independence The memory timescale is defined as the first moment of the retarded kernel, τmem ≡ Z ∞ 0 dτ τ K(τ),(8) 4 which measures the weighted duration over which past interactions influence the present state of the system."},{"citing_arxiv_id":"2605.06696","ref_index":1,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Hidden Coalitions in Multi-Agent AI: A Spectral Diagnostic from Internal Representations","primary_cat":"cs.AI","submitted_at":"2026-05-04T16:59:08+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Spectral partitioning on pairwise mutual-information graphs from agent hidden states detects representational coalitions that behavioral measures miss in multi-agent AI.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"KeywordsMulti-agent systems·Coalition detection·Spectral graph theory·Mutual information·AI safety 1 Introduction Artificial intelligence systems have utility not only when deployed as isolated models but also as collections of interacting agents. Autonomous swarms, multi-robot teams, hybrid human-machine systems, and emerging AI ecosystems all exhibit forms of coordination that can appear to exceed the behavior of any single component alone [1, 2, 3, 4]. Classical work in multi-agent systems has long recognized that coalition formation and coalition structure are central to collective action, task allocation, and strategic coordination [5, 6]. More recently, populations of language agents have been shown to develop emergent conventions and collective biases, suggesting that group-level organization is becoming an increasingly important object of study in contemporary AI [7]."},{"citing_arxiv_id":"2604.27666","ref_index":42,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"VOW: Verifiable and Oblivious Watermark Detection for Large Language Models","primary_cat":"cs.CR","submitted_at":"2026-04-30T10:02:18+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"VOW formulates LLM watermark detection as a secure two-party computation using a Verifiable Oblivious Pseudorandom Function to achieve private and cryptographically verifiable detection.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"the opaque nature of LLM APIs creates opportunities for service providers to engage in model downgrading [25]. In this scenario, ∗Corresponding author. users are unknowingly served outputs from inferior models, vio- lating service-level agreements (SLAs). In response, governments worldwide are establishing regulatory frameworks, such as the U.S. White House Executive Order 14110 [42] and the EU AI Act [14], while major technology companies are also deploying solutions like Google's SynthID [11]. This trend underscores the urgent need for practical solutions to attribute content to its origin for effective accountability. Generative watermarking is a promising technique to address these challenges by embedding a hidden signal directly into the"},{"citing_arxiv_id":"2605.00038","ref_index":6,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Lottery BP: Unlocking Quantum Error Decoding at Scale","primary_cat":"cs.AR","submitted_at":"2026-04-28T15:41:05+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Lottery BP adds randomness to belief propagation decoding and uses syndrome voting to achieve far higher accuracy on topological quantum codes while reducing reliance on expensive global decoders.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"3 Syndrome Vote as Pre-processing Expanding the BP graph into a 3D space-time volume to mitigate measurement errors incurs explosive computation and hardware overhead. To address this, we compress the multi-round 3D tempo- ral information into a robust 2D representation via a lightweight temporal majority vote. Inspired by majority vote for decoding repe- tition code [6, 78], we investigate how majority vote across measure- ment rounds impacts decoding accuracy under three configurations: (1) MV-BP: majority vote on𝑑 rounds of theLottery BPoutputs, followed by one OSD decoding process; (2) MV-OSD: majority vote on𝑑 rounds of theLottery BP+OSD outputs, the result is the estimated error; (3) MV-Synd: majority vote on 𝑑 rounds of the measured syn-"},{"citing_arxiv_id":"2604.25481","ref_index":28,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Emergent Self-Attention from Astrocyte-Gated Associative Memory Dynamics","primary_cat":"physics.data-an","submitted_at":"2026-04-28T10:37:15+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Astrocytic gains in a Hopfield network evolve under replicator dynamics to produce emergent self-attention as softmax routing on the gain simplex at fixed points.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2604.24913","ref_index":16,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Generative diffusion models for spatiotemporal influenza forecasting","primary_cat":"cs.LG","submitted_at":"2026-04-27T18:48:40+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Influpaint uses generative diffusion models on image-encoded influenza data to produce realistic and diverse epidemic trajectories that match leading ensemble methods in accuracy.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2604.22483","ref_index":43,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Programming long-range interactions in analog quantum simulators","primary_cat":"quant-ph","submitted_at":"2026-04-24T12:06:38+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"A hybrid optimization strategy using classical pre-compilation, iterative extrapolation, and noise-aware quantum refinement achieves orders-of-magnitude gains in fidelity for state preparation in analog simulators with programmable long-range interactions.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2604.22877","ref_index":66,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"A Specialized Importance-Aware Quantum Convolutional Neural Network with Ring-Topology (IA-QCNN) for MGMT Promoter Methylation Prediction in Glioblastoma","primary_cat":"quant-ph","submitted_at":"2026-04-24T02:20:21+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":3.0,"formal_verification":"none","one_line_summary":"IA-QCNN applies quantum principles via ring-topology convolution and importance weighting to achieve claimed high-accuracy MGMT methylation prediction from MRI with fewer parameters and noise robustness than classical models.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"manipulated simultaneously, multiple probabilistic states can be represented concurrently; the property of entanglement, on the other hand, enables the joint modeling of correlation structures among variables within the circuit [63,64]. In addition, the Hilbert space, in which quantum states are defined, provides a higher representational capacity and a richer feature space compared to classical vector spaces [65,66]. Within this framework, QCNN preserves the fundamental characteristics of classical CNNs, such as measurement-induced nonlinearity, local convolutional structure, and scalability to deep architectures; at the same time, owing to architectural properties such as shallow circuit depth requirements, relative noise tolerance, and the mitigation of input-output bottlenecks, it is considered among the most feasible"},{"citing_arxiv_id":"2604.18936","ref_index":42,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Fine-Tuning Small Reasoning Models for Quantum Field Theory","primary_cat":"cs.LG","submitted_at":"2026-04-21T00:21:05+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Small 7B reasoning models were fine-tuned on synthetic and curated QFT problems using RL and SFT, yielding performance gains, error analysis, and public release of data and traces.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"QwQ-32B-Preview across reasoning benchmarks. Subsequent analyses have investigated the key factors governing successful CoT distillation, finding that weaker student models benefit from coarser-grained reasoning while stronger students can leverage finer- grained traces [41], and that careful selection of teacher data based on \"local naturalness\" to the student is critical [42]. From a mechanistic perspective, representational analyses reveal that distilled models develop unique reasoning feature directions whose structural richness correlates with distillation performance [43]. 4 Reinforcement Learning for Mathematical Reasoning.A central design choice in RL for reasoning is the source of the reward signal. Outcome Reward Models (ORMs) supervise only the final answer, while"},{"citing_arxiv_id":"2604.16073","ref_index":12,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Machine learning isotope shifts in molecular energy levels","primary_cat":"astro-ph.EP","submitted_at":"2026-04-17T13:58:20+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Neural network corrects residual errors in isotopologue energy extrapolations for CO2 (MAE reduction in >87% of levels vs Marvel) and transfers patterns to improve CO predictions in >93% of samples.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"abundances, these species provide invaluable diagnostics. The ratio of12C to 13C, for example, is not affected by chemical processing in the same way as elemental ratios and can serve as a robust tracer of the primary isotope reservoir from which the planet accreted. Recent observational suc- cesses, such as the detection of 13C16O in the atmosphere of the super-Jupiter TYC 8998-760-1 b [12] and the hot-Jupiter W ASP-39 b [13] using cross-correlation methods, confirm that isotopo- logue detections are not merely theoretical in exoplanet atmospheres, but practically achievable with current technology. However, the detectability of isotopologues is severely limited by the quality of the underlying spectroscopic data. Simulation studies have demonstrated that HRCCS is acutely sensitive to"},{"citing_arxiv_id":"2604.14474","ref_index":18,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Scouting By Reward: VLM-TO-IRL-Driven Player Selection For Esports","primary_cat":"cs.LG","submitted_at":"2026-04-15T23:10:49+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"A multimodal VLM-TO-IRL framework with GAIL learns professional-specific reward functions from telemetry and tactical commentary to rank esports players by stylistic alignment.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2604.09956","ref_index":2,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Logical Compilation for Multi-Qubit Iceberg Patches","primary_cat":"quant-ph","submitted_at":"2026-04-10T23:31:03+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":8.0,"formal_verification":"none","one_line_summary":"A new heuristic compiler for multi-qubit iceberg patches reduces circuit depth by 34 percent, cuts gate counts, and improves fidelity metrics on 71 benchmarks compared with naive mapping.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2604.20876","ref_index":17,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"High-Accuracy Numerical Solutions of Particle Motion in Static Magnetic Fields","primary_cat":"physics.comp-ph","submitted_at":"2026-04-10T19:54:30+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":4.0,"formal_verification":"none","one_line_summary":"The Parker-Sochacki method delivers 4 to 13 orders of magnitude better kinetic energy conservation than Runge-Kutta methods for charged particle motion in static magnetic fields while running faster at matched accuracy.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2604.09512","ref_index":41,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Integrated electro-optic attention nonlinearities for transformers","primary_cat":"cs.LG","submitted_at":"2026-04-10T17:30:51+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Thin-film lithium niobate modulators implement electro-optic Softmax and Sigmoid alternatives for transformers that maintain competitive accuracy under 4-bit quantization and characterized noise up to 10 GBaud.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2604.09385","ref_index":177,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"NCCR PlanetS: Observational and computational characterization of exoplanet atmospheres","primary_cat":"astro-ph.EP","submitted_at":"2026-04-10T14:55:12+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":1.0,"formal_verification":"none","one_line_summary":"The paper reviews physical processes, modeling techniques, retrieval methods, and observational strategies for characterizing exoplanet atmospheres, emphasizing Swiss research progress.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"where condensed species become sequestered on the nightside and are globally depleted from the atmosphere [176]. High-resolution spectroscopic observations are sensitive to this 3D structure be- cause the planet rotates significantly during a transit event. This means that transit observations scan a range of longitudes, leading to changes in the strength and ra- dial velocity of the cross-correlation signal (see e.g. [177, 171]). High-resolution transit observations therefore provide new insights into how chemical species and heat are distributed across the planet. However, fully exploiting the rich information in both high- and low-resolution spectra requires a deeper understanding of these three-dimensional processes. As a result, modeling efforts that bridge theory and"},{"citing_arxiv_id":"2604.08692","ref_index":55,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Arqon: A suite of control applications enabling a reliable quantum network","primary_cat":"quant-ph","submitted_at":"2026-04-09T18:25:44+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":5.0,"formal_verification":"none","one_line_summary":"Arqon delivers reliable quantum network service via admission control and scheduling that satisfies defined reliability requirements for accepted demands in static topologies, with O(k^3) and O(N^3) complexity.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"doi:10.1103/PhysRevA.60.1888. [54] P. C. Humphreys, N. Kalb, J. P. J. Morits, R. N. Schouten, R. F. L. Vermeulen, D. J. Twitchen, M. Markham, and R. Hanson. \"Deterministic delivery of remote entanglement on a quantum network\". In:Na- ture558.7709 (June 2018). arXiv:1712.07567, pp. 268- 273.issn: 0028-0836, 1476-4687.doi:10.1038/s41586- 018-0200-5. [55] Á. G. Iñesta, G. Vardoyan, L. Scavuzzo, and S. Wehner. \"Optimal entanglement distribution policies in homoge- neous repeater chains with cutoffs\". en. In:npj Quantum Information9.1 (May 2023). Number: 1 Publisher: Na- ture Publishing Group, pp. 1-7.issn: 2056-6387.doi: 10.1038/s41534-023-00713-9. [56] R. Jain. \"Congestion control and traffic management"},{"citing_arxiv_id":"2604.07451","ref_index":127,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Operational criteria for quantum advantage in latency-constrained nonlocal games","primary_cat":"quant-ph","submitted_at":"2026-04-08T18:00:05+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":5.0,"formal_verification":"none","one_line_summary":"A framework with operational criteria and a trapped-atom hardware proposal for achieving statistically significant quantum advantage in latency-constrained nonlocal games.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"Machielse, S. Grandi, D. Riedel, J. Borregaard, H. Park, M. Lonˇ car, A. Suleymanzade, and M. D. Lukin, Entanglement-assisted non-local optical interfer- ometry in a quantum network, Nature 10.1038/s41586- 026-10171-w (2026). [126] Y. Yang, B. Yadin, and Z.-P. Xu, Quantum-enhanced metrology with network states, Phys. Rev. Lett.132, 210801 (2024). [127] S. Sunami, A. Goban, and H. Yamasaki, Transversal surface-code game powered by neutral atoms (2025), arXiv:2506.18979 [quant-ph]. [128] S. Sunami, Y. Hirano, T. Hinokuma, and H. Yamasaki, Entanglement boosting: Low-volume logical bell pair preparation for distributed fault-tolerant quantum com- putation (2025), arXiv:2511.10729 [quant-ph]. [129] M."},{"citing_arxiv_id":"2604.07107","ref_index":19,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Continuous-variable two-dimensional cluster states in the microwave domain","primary_cat":"quant-ph","submitted_at":"2026-04-08T13:59:39+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Experimental realization of 2D CV cluster states with 191 modes and -1.2 dB nullifier squeezing in the microwave domain using multi-tone parametric amplification.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"Science366(6463), 373-376 (2019). doi: 10.1126/science.aay2645. URLhttps://www.science. org/doi/10.1126/science.aay2645 [18] M.V. Larsen, X. Guo, C.R. Breum, J.S. Neergaard- Nielsen, U.L. Andersen, Deterministic generation of a two-dimensional cluster state. Science366(6463), 369- 372 (2019). doi:10.1126/science.aay4354. URLhttps: //www.science.org/doi/10.1126/science.aay4354 [19] L.S. Madsen, F. Laudenbach, M.F. Askarani, F. Rortais, T. Vincent, J.F.F. Bulmer, F.M. Miatto, L. Neuhaus, L.G. Helt, M.J. Collins, A.E. Lita, T. Gerrits, S.W. Nam, V.D. Vaidya, M. Menotti, I. Dhand, Z. Ver- non, N. Quesada, J. Lavoie, Quantum computational advantage with a programmable photonic processor. Nature606(7912), 75-81 (2022). doi:10.1038/s41586-"},{"citing_arxiv_id":"2604.06313","ref_index":15,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Too Big, Too Small, Too $O_2$: The Pandoro Effect from Oxygen Gradients in Tomographic Volumetric Additive Manufacturing","primary_cat":"physics.optics","submitted_at":"2026-04-07T18:00:03+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":5.0,"formal_verification":"none","one_line_summary":"The Pandoro effect is a truncated-cone distortion in tomographic volumetric additive manufacturing caused by vertical oxygen gradients from thermal hysteresis during resin preparation, mitigated by interface removal, atmosphere control, and a differentiable ray-optical photochemical model.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"As the demand for optical precision increased, forward models incorporated ray tracing to ac- count for refraction and non-collimated illumination sources [12]. While wave optics formulations for TVAM have been theoretically proposed to enhance resolution limits [13, 14], a wave-optics approach has been experimentally demonstrated only in a TVAM-similar printer [15]. These ray- optical considerations have been unified by our group under inverse rendering techniques [11] capable of modeling complex light-matter interactions - including attenuation, refraction, scattering, and re- flection - across various scenarios, such as multi-material overprinting [16]. Despite these optical advancements, accounting for chemical kinetics remains a critical challenge."},{"citing_arxiv_id":"2604.04509","ref_index":12,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Continuous thermochemical sources of AlF molecules","primary_cat":"physics.atom-ph","submitted_at":"2026-04-06T08:20:47+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Continuous thermochemical sources produce bright AlF molecular beams that can be cooled to low rotational temperatures and velocities using buffer gas, potentially aiding molecular trapping.","context_count":1,"top_context_role":"background","top_context_polarity":"unclear","context_text":"Radio Frequency Magneto-Optical Trapping of CaF with High Density.Physical Review Letters, 119(10):103201, 2017. doi:10.1103/PhysRevLett.119.103201. [11] A. L. Collopy, S. Ding, Y. Wu, I. A. Finneran, L. Anderegg, B. L. Augenbraun, J. M. Doyle, and J. Ye. 3D Magneto-Optical Trap of Yttrium Monoxide.Physical Review Letters, 121(21):213201, 2018. doi:10.1103/PhysRevLett.121.213201. [12] N. B. Vilas, C. Hallas, L. Anderegg, P. Robichaud, A. Winnicki, D. Mitra, and J. M. Doyle. Magneto-optical trapping and sub-Doppler cooling of a polyatomic molecule.Nature, 606(7912):70-74, 2022. doi:10.1038/s41586- 022-04620-5. [13] Z. Zeng, S. Deng, S. Yang, and B. Yan. Three-Dimensional Magneto-Optical Trapping of Barium Monofluoride. Physical Review Letters, 133(14):143404, 2024."},{"citing_arxiv_id":"2604.03893","ref_index":48,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning","primary_cat":"cs.AI","submitted_at":"2026-04-04T23:18:58+00:00","verdict":null,"verdict_confidence":null,"novelty_score":null,"formal_verification":null,"one_line_summary":null,"context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"eration, trained on extensive interleaved datasets [ 12]. Similarly, the VILA-U framework integrates these capabilities within a sin- gle autoregressive next-token prediction model [51]. Furthermore, robust tokenization techniques for both images and videos have enabled LLMs to perform multimodal learning more effectively through next-token prediction [48]. Current surveys categorize the field into autoregressive, diffusion-based, and hybrid architectures, reflecting a diverse yet converging research landscape [ 53]. The rapid evolution of visual architectures necessitates the development of unified, scientific, and quantifiable evaluation frameworks [53]. However, the systematic assessment of visual understanding and"},{"citing_arxiv_id":"2604.03229","ref_index":33,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"A scalable infrastructure for strontium optical clocks with integrated photonics","primary_cat":"physics.app-ph","submitted_at":"2026-04-03T17:59:39+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Demonstrates magneto-optical traps for all stable strontium isotopes using co-designed atomic beam slowing, PIC-met surface laser delivery, and integrated frequency-comb stabilization, advancing bulk-optics-free Sr optical clocks.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"Kang, J. Kitching, and S. B. Papp, Ultranarrow Linewidth Photonic-Atomic Laser, Laser and Photonics Reviews14, 1 (2020). [32] K. Liu, N. Chauhan, J. Wang, A. Isichenko, G. M. Brod- nik, P. A. Morton, R. O. Behunin, S. B. Papp, and D. J. Blumenthal, 36 Hz integral linewidth laser based on a photonic integrated 4.0 m coil resonator, Optica9, 770 (2022). [33] M. Tran, C. Zhang, T. Morin, L. Chang, S. Barik, Z. Yuan, W. Lee, G. Kim, A. Malik, Z. Zhang, J. Guo, H. Wang, B. Shen, L. Wu, K. Vahala, J. Bowers, T. Komljenovic, and H. Park, Extending the spectrum of fully integrated photonics, Nature610, 10.1038/s41586- 022-05119-9 (2022). [34] C. Xiang, W. Jin, O. Terra, B. Dong, H. Wang, L. Wu, J. Guo, T. J."},{"citing_arxiv_id":"2603.25099","ref_index":15,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimization","primary_cat":"cs.CE","submitted_at":"2026-03-26T07:14:31+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"An LLM acting as real-time controller for SIMP topology optimization parameters outperforms fixed schedules and heuristics, delivering 5.7-18.1% lower compliance on 2D and 3D benchmarks.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2604.15331","ref_index":17,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"How people use Copilot for Health","primary_cat":"cs.HC","submitted_at":"2026-03-09T16:11:32+00:00","verdict":"ACCEPT","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Large-scale study of Copilot health queries finds substantial personal and caregiving intent, with time-of-day and device variations plus heavy focus on navigating existing healthcare systems.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2603.00678","ref_index":10,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"From Syntax to Semantics: Geometric Stability as the Missing Axis of Perturbation Biology","primary_cat":"q-bio.QM","submitted_at":"2026-02-28T14:42:50+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Geometric stability, defined as the directional coherence of cellular responses to perturbation, provides a framework for assessing whether resulting cellular states are stable beyond conventional metrics of intervention success.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2602.17205","ref_index":7,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Deeper detection limits in astronomical imaging using self-supervised spatiotemporal denoising","primary_cat":"astro-ph.IM","submitted_at":"2026-02-19T09:51:35+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"ASTERIS, a self-supervised spatiotemporal denoising algorithm, improves astronomical detection limits by 1 magnitude at 90% completeness while identifying three times more redshift >9 galaxy candidates in JWST images.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2602.15324","ref_index":5,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Universal Quantum Gate Set from Multiple-Braiding Sequences in $SU(2)_k$ ($k>2$, $k\\neq 4$) Anyon Models","primary_cat":"quant-ph","submitted_at":"2026-02-17T03:11:09+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Multiple-braiding sequences with multiplicities up to nine in SU(2)_k anyon models enable approximation of a universal gate set {H, T, CNOT} for k>2, k≠4, with numerical evidence from genetic algorithms.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2602.09723","ref_index":75,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"AI-Assisted Scientific Assessment: A Case Study on Climate Change","primary_cat":"cs.CL","submitted_at":"2026-02-10T12:26:58+00:00","verdict":"CONDITIONAL","verdict_confidence":"LOW","novelty_score":4.0,"formal_verification":"none","one_line_summary":"Case study demonstrates that a Gemini AI integrated into a climate science workflow produced most of a 79-paper synthesis on AMOC stability in 46 person-hours, with experts retaining the majority of AI output while adding critical content and oversight.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2602.07281","ref_index":22,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"The continuous spectrum of bound states in expulsive potentials","primary_cat":"quant-ph","submitted_at":"2026-02-07T00:10:49+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Steep expulsive potentials in 1D and 2D Schrödinger equations support continuous spectra of normalizable bound states, including even/odd states in 1D and vortex states in 2D.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2602.04831","ref_index":93,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Review of Superconducting Qubit Devices and Their Large-Scale Integration","primary_cat":"quant-ph","submitted_at":"2026-02-04T18:19:32+00:00","verdict":"ACCEPT","verdict_confidence":"LOW","novelty_score":1.0,"formal_verification":"none","one_line_summary":"A review summarizing superconducting qubit types, DiVincenzo criteria implementations, coherence limits from defects, and large-scale integration strategies for quantum computing.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"Therefore, neither 𝜑𝜑 nor 𝑠𝑠 is maximally localized. As a result, the sensitivities to flux and charge noise are balanced. Borrowing the idea of reducing charge sensitivity in a transmon qubit by using a large shunt capacitor, we may use a large shunt inductor to make it flux insensitive. Blochnium, which is mathematically a dual of a transmon, is thus proposed in [93] (Fig. 9c). It has 𝐸𝐸𝑐𝑐/𝐸𝐸𝐿𝐿≫ 100 and 𝐸𝐸𝑐𝑐~𝐸𝐸𝐽𝐽. With these parameters, the potential in the phase space acts like a crystal lattice and, thus, crystal bands are formed. Therefore, its states are Bloch states (thus the name Blochnium). Like fluxonium, the large inductance is usually a chieved by using a superinductance. And external flux is not needed for a"},{"citing_arxiv_id":"2601.11650","ref_index":37,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Large Language Model Agent for User-friendly Chemical Process Simulations","primary_cat":"physics.chem-ph","submitted_at":"2026-01-15T12:18:45+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"An LLM agent integrated with AVEVA Process Simulation via MCP enables natural language driven flowsheet analysis, optimization, and construction for chemical separation processes.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2512.06904","ref_index":21,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Solving the Inverse Source Problem in Femtoscopy with a Toy Model","primary_cat":"hep-ph","submitted_at":"2025-12-07T16:07:44+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":5.0,"formal_verification":"none","one_line_summary":"Tikhonov regularization reconstructs the input Gaussian source function from correlation functions generated by a square-well toy model in femtoscopy.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2511.17265","ref_index":1,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"DISCA: A Digital In-memory Stochastic Computing Architecture Using A Compressed Bent-Pyramid Format","primary_cat":"cs.AR","submitted_at":"2025-11-21T14:13:16+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"DISCA achieves 3.59 TOPS/W per bit energy efficiency for matrix multiplication at 500 MHz in 180 nm CMOS using a compressed Bent-Pyramid stochastic format.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2510.13130","ref_index":16,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Thermal and Electrical Properties of (Cr,Mo,Ta,V,W)C High-Entropy Carbide Ceramics","primary_cat":"cond-mat.mtrl-sci","submitted_at":"2025-10-15T04:08:56+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":4.0,"formal_verification":"none","one_line_summary":"Synthesis of (Cr,Mo,Ta,V,W)C high-entropy carbides yields thermal conductivity rising from 7 to 12 W/mK between room temperature and 200°C, electrical resistivity tunable by excess carbon from 137 to 120 μΩ·cm, and Vickers hardness of ~29 GPa.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2510.08153","ref_index":23,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Going off Pattern? QAOA Parameter Heuristics and Potentials of Parsimony","primary_cat":"quant-ph","submitted_at":"2025-10-09T12:35:30+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":5.0,"formal_verification":"none","one_line_summary":"Numerical experiments on QAOA show optimal parameters often break expected patterns, performance becomes less parameter-sensitive with depth, and component-wise iterative fixing performs competitively or better at low depth.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2509.13100","ref_index":47,"ref_count":2,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Dispersion of collective modes in spinful fractional quantum Hall states on the sphere","primary_cat":"cond-mat.str-el","submitted_at":"2025-09-16T13:57:39+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"CF exciton trial states accurately capture collective mode dispersions in spinful FQH states on the sphere at all wavelengths, while density-wave states miss high-energy parton modes in singlet cases at fillings like 2/5.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"the HCP can be implemented only for small system sizes, which limits its applicability for obtaining results in the thermodynamic limit. To this end, we note that, despite being computed using the JK projection scheme, the A- CFE mode in the Halperin-(2,2,1) and Halperin-(3,3,2) states captures the exact dispersion surprisingly well. This issue has been pointed out in the literature [47], where the JK projection is found to yield better results for parallel vortex attached non-fully-polarized states at ν=n/(2n+1) than their reverse vortex attached counter- parts atν=n/(2n−1). Similar to the Halperin states, the energies of the ADW and A-CFE modes in the Jain 2/3 singlet state are nearly equal in the long-wavelength limit, as seen from the Figs."},{"citing_arxiv_id":"2509.05410","ref_index":56,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Wilson-Loop-Ideal Bands and General Idealization","primary_cat":"cond-mat.mes-hall","submitted_at":"2025-09-05T18:00:03+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Introduces Wilson-loop-ideal bands saturating the quantum metric Wilson-loop bound and a general monotonic flow construction applied to moiré models to achieve low-error ideal states for correlated physics.","context_count":1,"top_context_role":"background","top_context_polarity":"background","context_text":"B84, 165107 (2011). [54] A. Stern, Fractional topological insulators: A pedagogi- cal review, Annual Review of Condensed Matter Physics 7, 349 (2016), https://doi.org/10.1146/annurev- conmatphys-031115-011559. [55] T. Neupert, C. Chamon, T. Iadecola, L. H. Santos, and C. Mudry, Fractional (chern and topological) insulators, Physica Scripta2015, 014005 (2015). [56] J. Cai, E. Anderson, C. Wang, X. Zhang, X. Liu, W. Holtzmann, Y. Zhang, F. Fan, T. Taniguchi, K. Watanabe, Y. Ran, T. Cao, L. Fu, D. Xiao, W. Yao, and X. Xu, Signatures of fractional quantum anomalous hall states in twisted mote2, Nature 10.1038/s41586- 023-06289-w (2023). [57] Y. Zeng, Z. Xia, K. Kang, J. Zhu, P. Knüppel, C.Vaswani, K.Watanabe, T."},{"citing_arxiv_id":"2508.19245","ref_index":9,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Composite-Dimensional Topological Codes with Boundaries and Defects","primary_cat":"quant-ph","submitted_at":"2025-08-26T17:59:45+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Algorithms construct stabilizer models for boundaries and 0D defects in composite-dimensional twisted quantum double codes, with examples like Z4 double coupled to double semion phase and threshold comparisons to surface codes.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2506.11552","ref_index":3,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Learning Encodings by Maximizing State Distinguishability: Variational Quantum Error Correction","primary_cat":"quant-ph","submitted_at":"2025-06-13T08:02:37+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"VarQEC uses a distinguishability loss as a machine-learning objective to variationally discover resource-efficient encoding circuits optimized for given noise models.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2505.11336","ref_index":69,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration","primary_cat":"cs.CL","submitted_at":"2025-05-16T15:02:19+00:00","verdict":"CONDITIONAL","verdict_confidence":"LOW","novelty_score":6.0,"formal_verification":"none","one_line_summary":"XtraGPT is a suite of 1.5B-14B parameter open-source LLMs fine-tuned on 140,000 revision pairs from 7,000 top-tier papers to support controllable, context-aware academic paper editing.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2503.16785","ref_index":20,"ref_count":1,"confidence":0.5,"is_internal_anchor":false,"paper_title":"Milliwatt-level UV generation using sidewall poled lithium niobate","primary_cat":"physics.optics","submitted_at":"2025-03-21T01:44:34+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":7.0,"formal_verification":"none","one_line_summary":"Sidewall poled TFLN waveguides achieve 4.2 mW UV output at 390 nm with record efficiency and low propagation loss.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null}],"limit":50,"offset":0}