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Every paper Pith has read. Search by title, abstract, or pith.
506 papers in cs.CE · page 6
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This paper benchmarks traditional machine learning and deep learning models for…
ECG-Lens: Benchmarking ML & DL Models on PTB-XL Dataset
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GPU framework speeds NNQS configuration selection 2.32x on 64 GPUs
A Fully GPU-Accelerated Framework for High-Performance Configuration Interaction Selection with Neural Network Quantum States
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Fungal microstructure does not force anisotropic mechanics
When structure does not imply symmetry
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Shifted interfaces model poroelastic cracks on unfitted meshes
A shifted interface approach for internal discontinuities in poroelastic media
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Differentiable ray tracing optimizes ultrasound parameters
Fully Differentiable Ultrasound Simulation Utilizing Ray-Tracing
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Stable FDTD subgridding uses projection operators for direct coarse-fine coupling
A Stable SBP-SAT FDTD Subgridding Method Without Region Split
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Early omics biases risk locking healthcare disparities into AI models
Perspective on Bias in Biomedical AI: Preventing Downstream Healthcare Disparities
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Synthetic data lets banks analyze without exposing customers
Decoupling Identity from Utility: Privacy-by-Design Frameworks for Financial Ecosystems
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Auxiliary FD term cuts PINN wall-flux error tenfold
Auxiliary Finite-Difference Residual-Gradient Regularization for PINNs
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Galerkin DMD filters noise and drops snapshot timing rules
Weak-DMD: A Galerkin approach to the problem of noise in the Dynamic Mode Decomposition algorithm
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Foam tests allow many equivalent hyperelastic energies
Learning ultra-compressible hyperelasticity with splines: Constitutive asymmetries and non-unique representations
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Growth field feedback stabilizes neural ODE skin growth models
Stable Long-Horizon Neural ODE Reduced-Order Models via Learned Feedback for Biological Growth and Remodeling
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Patch fusion and adaptive loss boost building load forecasts
An End-to-end Building Load Forecasting Framework with Patch-based Information Fusion Network and Error-weighted Adaptive Loss
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Multi-agent AI runs virtual tests to validate materials ideas
MIND: AI Co-Scientist for Material Research
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Tesserae add drag-and-drop to mosaik co-simulations
mosaiks are made of tesserae: GUI design for a co-simulation framework
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Execution semantics turn brain models into usable digital twins
From Brain Models to Executable Digital Twins: Execution Semantics and Neuro-Neuromorphic Systems
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Simulator shows demand swings grow 427 times in four-tier chains
Deepbullwhip: An Open-Source Simulation and Benchmarking for Multi-Echelon Bullwhip Analyses
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LightGBM with team metrics beats rules at IT change risk prediction
Learning from Change: Predictive Models for Incident Prevention in a Regulated IT Environment
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MOOC satisfaction model transfers across platforms at 0.66 RMSE unsupervised
Cross-Platform Domain Adaptation for Multi-Modal MOOC Learner Satisfaction Prediction
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Model forecasts MOOC satisfaction after 7 days with RMSE 0.82
Early-Warning Learner Satisfaction Forecasting in MOOCs via Temporal Event Transformers and LLM Text Embeddings
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Material formulation puts hyperelastic beam warping into Voigt notation
The cross-sectional warping problem for hyperelastic beams: An efficient formulation in Voigt notation
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Active inference coordinates multi-agent digital twins
Multi-Agent Digital Twins for Strategic Decision-Making using Active Inference
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Grouping pipes by attributes stabilizes roughness calibration
The Elusive Nature of Roughness: Linking Hydraulics and Graph Theory for Water Distribution Networks Model Calibration
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Physics-informed DLinear forecasts AI data center power more accurately
A Physics-Aware Framework for Short-Term GPU Power Forecasting of AI Data Centers
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Oloid scores 58x lower contact variance than cylinder
Computational Validation of the Oloid as a Local Optimum in the Developable Roller Family
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Neural network learns family of elastic equilibria across parameters
Learning Parameterized Nonlinear Elasticity on Curved Surfaces
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Rank correlation beats MAE for battery storage revenue
When Forecast Accuracy Fails: Rank Correlation and Decision Quality in Multi-Market Battery Storage Optimization
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KL-divergence repulsion boosts PSO on multimodal benchmarks
Divergence-Guided Particle Swarm Optimization
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Embedded boundaries simulate 3D terrain flow on staggered meshes
An Embedded Boundary Scheme for Three-Dimensional Flow Over Terrain on a Staggered Mesh
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Coarse-to-fine sampling generates fluid flows 2-7x faster
One Scale at a Time: Scale-Autoregressive Modeling for Fluid Flow Distributions
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SAT reduction lets one solver tackle every unit commitment variant
Generalizing Unit Commitment Problem Solving via SAT-based Decoupling
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Graph autoencoder recovers truss modes and uncertainties from PSD data
A Physics-Aware Variational Graph Autoencoder for Joint Modal Identification with Uncertainty Quantification
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LLM features degrade RL trading agents in macro shocks
When Valid Signals Fail: Regime Boundaries Between LLM Features and RL Trading Policies
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Investing growth maximization reduces to minimizing divergence
Investing Is Compression
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Optimization cuts magnet use 10% in EV traction motors
Driving-Cycle-Aware Shape and Topology Optimization of an Interior Permanent Magnet Synchronous Machine for a Traction Drive
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Lesioning shared core in LLMs cuts brain alignment by 60%
Computational Lesions in Multilingual Language Models Separate Shared and Language-specific Brain Alignment
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Adaptation policies cut U.S
Unveiling contrasting impacts of heat mitigation and adaptation policies on U.S. internal migration
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GPU Newton solver speeds multibody dynamics tenfold
A Total Lagrangian Finite Element Framework for Multibody Dynamics: Part II -- GPU Implementation and Numerical Experiments
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Icicle indexes billion-file HPC systems in real time
Icicle: Scalable Metadata Indexing and Real-Time Monitoring for HPC File Systems
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Offloading paymaster logic to TEE cuts ERC-4337 gas costs
GasLiteAA: Optimizing ERC-4337 for Efficient and Secure Gas Sponsorship
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B-spline surfaces fit non-separable hyperelastic energies linearly
Data-adaptive spline surfaces for non-separable hyperelastic energy functions
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LLMs pick financial tools well but reason poorly from results
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
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Institutional liquidity narrows spreads but skips slower traders in shocks
What Happens When Institutional Liquidity Enters Prediction Markets: Identification, Measurement, and a Synthetic Proof of Concept
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Local frequency sets real-time electricity prices
Online Electricity Pricing from Frequency Measurements
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Satellite self-supervision predicts underground fungal richness
Below-ground Fungal Biodiversity Can be Monitored Using Self-Supervised Learning Satellite Features
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BVH accelerates ray tracing for high-frequency EM backscattering
BVH-Accelerated Ray Tracing for High-Frequency Electromagnetic Backscattering
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Phase-field peridynamics degrades bonds continuously without deletion
Phase-Field Peridynamics
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Coupled trees construct responsive distributions for G-normals
Responsive Distribution of G-normal Random Variables
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Momentum-gated optimization matches NASDAQ returns with less risk
Taming the Black Swan: A Momentum-Gated Hierarchical Optimisation Framework for Asymmetric Alpha Generation