Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:52:27.311643Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2506.09496.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:52:27.311643Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 01b08e68-be38-4bd5-b993-40d03c50e057 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization A new age in protein design empowered by deep learning,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b11b215-9941-4ba4-95eb-063408a8ed62 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Sparks of function by de novo protein design,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 69eb93dc-3bd1-4d67-abc8-da09080586be · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Highly accurate protein structure prediction with alphafold,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 711014f9-b882-4ff4-a6da-be3b9529ce12 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Representing long-range context for graph neural networks with global attention,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f4ed58f-dd93-4469-931b-e24cb44cab43 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Robust deep learning–based protein sequence design using proteinmpnn,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 372e20ed-ec65-4625-a9ba-5754200c73b0 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization PiFold: Toward effective and efficient protein inverse folding
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab0e7c70-8db2-4b7f-978e-7da1f908948a · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization The graph neural network model,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d6e4ba3-1e4d-4334-a0b8-09ea77361fca · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Structure-informed language models are protein designers,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8906621d-d29c-4577-ae2e-8026c96e8e19 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ef7157b-41ee-4c73-aef5-7b86faa76d90 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Graph denoising diffusion for inverse protein folding,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1983ea13-d6c6-4018-aa4c-f2a665e5d7ee · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Bridge-IF: Learning Inverse Protein Folding with Markov Bridges
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b1deb16-4c84-46ee-b2d0-8473ee4a8e3c · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Diffusion Model with Representation Alignment for Protein Inverse Folding
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55704c6b-fbbc-406a-a9bf-529a926e11af · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Cath–a hierarchic classification of protein domain structures,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 22e81ff2-75c5-4c59-9e2d-fec369a2a3ac · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Protein sequence design by conformational landscape optimization,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 75d8902f-7cc3-4d58-91ea-2abd421b9b1d · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization RetroBridge: Modeling Retrosynthesis with Markov Bridges
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ba13296-7917-43ee-a6d5-70ad4416c92a · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Disco: Diffusion schrödinger bridge for molecular conformer optimization,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fe16befd-9a33-4ca1-a1b4-6a274fa06c99 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Direct preference opti- mization: Your language model is secretly a reward model,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7008be01-0854-453c-82c0-f3e4f9eb3b31 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Generative models for graph-based protein design,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb6bd383-241b-46ef-a17e-7c5d8342e35b · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization AlphaDesign: A graph protein design method and benchmark on AlphaFoldDB
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34bec870-a1ba-48a9-b795-11c3bf2662a8 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Generative De Novo Protein Design with Global Context
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cb0fb4f5-8606-4436-a782-9cfc433a684c · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Structgnn: an efficient graph neural network framework for static structural analysis,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 14a0a204-b880-4cf3-99cc-248d556d8bc0 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Learning inverse folding from millions of predicted structures,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9899f40b-539b-4db8-840c-a68d706d8a14 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Illuminating protein space with a programmable generative model,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 48338a00-e6c4-4e1e-a14d-360c8cd4d98e · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Accurate and robust protein sequence design with carbondesign,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 440709f8-46a6-4f2d-950a-5a2cc4e2c5c0 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Structured denoising diffusion models in discrete state-spaces,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 89ff6185-529f-4299-922b-7ec88307cd54 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Protein design using physics informed neural networks,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d4b4f6cd-378d-487d-8d7d-6331790d28f8 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Machine learning for evolutionary- based and physics-inspired protein design: Current and future synergies,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 159c8552-792c-424c-acd4-e480be367974 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Protein structure prediction using rosetta,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation def2e76f-2a50-419e-9042-f32f402f2f9b · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Deep reinforcement learning from human preferences,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74a12679-4088-417b-a4e7-9ea272ff9adf · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Fine-Tuning Language Models from Human Preferences
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40f023bd-aaa9-4631-8d0a-3169fe0b869d · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Training language models to follow instructions with human feedback,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ecd9988-03e4-4cc7-bb79-938b95e05943 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Safe RLHF: Safe Reinforcement Learning from Human Feedback
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06c47b10-2a54-4385-ad6f-d795a69f70ba · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Rlaif: Scaling reinforcement learning from human feedback with ai feedback,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78e3f370-cbac-4a98-995a-4441e14109d8 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Dpok: Reinforcement learning for fine-tuning text-to-image diffusion models,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e96c7da8-9d79-4d75-b9ca-f0ff310b82ac · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Training Diffusion Models with Reinforcement Learning
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 733a98db-9006-464c-a516-ffcaa6a4d2b8 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Diffusion model alignment using direct preference optimization,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9dfb36e7-7581-4d4b-9c7d-d3cf494fa107 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 33836300-b0b3-4970-a835-777e6f47addf · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Scalable diffusion models with transformers,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd1a78e6-2d6b-4808-b6a6-83f752340c36 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06daa3c9-084e-4969-8e93-6518880ab798 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Bindinggym: A large-scale mutational dataset toward deciphering protein-protein interactions,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a32ad02-f3ac-4ea1-874b-35649799502d · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Skempi 2.0: an updated benchmark of changes in protein–protein binding energy, kinetics and thermodynamics upon mutation,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0f23f63-ca57-40d2-a843-28409963429c · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Rotamer density estimator is an unsupervised learner of the effect of mutations on protein-protein interaction,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5cedac6d-5bc1-4bc0-8642-9f134ff997a3 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Surface-vqmae: Vector-quantized masked auto-encoders on molecular surfaces,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 45e1e1f5-6f16-4c7e-b14c-9ff7f6b22656 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Improved denoising diffusion probabilistic models,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 41a642ad-beb9-4fb5-9bad-ee47340e1173 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Adam: A Method for Stochastic Optimization
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2095bc2-2895-4df7-8116-f7cb612b1701 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Attention is all you need,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0d9d678-23ed-433a-89ef-768aa8ff3b7b · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Learning from Protein Structure with Geometric Vector Perceptrons
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4266702c-cec8-4511-9c86-ed6abc719923 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Global-context aware generative protein design,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 16c291fa-6790-4558-a277-7df93ad81cde · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Deep learning guided optimization of human antibody against sars-cov-2 variants with broad neutralization,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2797d1a5-5b4e-4871-b447-9f9bedcdd9e0 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization The hdock server for integrated protein–protein docking,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2458cc04-927a-486f-a74a-fb32a9e7b4a5 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Language models of protein sequences at the scale of evolution enable accurate structure prediction,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4e87d97c-e859-47f7-8739-4960b690f5c1 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Learning to Predict Mutation Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 510ec5d7-7f2c-4a96-b277-1396b24cf02a · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Multi-level Interaction Modeling for Protein Mutational Effect Prediction
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 351337d0-fadf-4790-8240-5be09d10fe76 · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization Foldx 5.0: working with rna, small molecules and a new graphical interface,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57d386b1-c3b8-441a-8594-2bc7ebcb3b2e · outbound
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization The rosetta all-atom energy function for macromolecular modeling and design,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.