Applications · chemistry physics and earth sciences papers, 2023–2026

Key findings

• Applications · chemistry physics and earth sciences went from 293 papers in 2023 to 1,217 in 2026, roughly 4.2x in three years.
• NeurIPS publishes the most Applications · chemistry physics and earth sciences work: 1,107 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 3 in 2023 to 95 in 2026.
• Among the 10 topics under Application Domains, it ranks #2 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
• ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
• ICLR 2026(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
• CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
• NeurIPS 2025A Partition Cover Approach to Tokenization
• ICML 2025A Machine Learning Approach to Duality in Statistical Physics
• ICLR 2025A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
• CVPR 2025Accurate Differential Operators for Hybrid Neural Fields
• NeurIPS 2024$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
• ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
• ICLR 2024A Foundation Model for Error Correction Codes
• CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
• NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
• ICML 2023A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
• ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
• CVPR 20233D Human Pose Estimation via Intuitive Physics
• NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
• ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
• ICLR 2026A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
• CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation

All Applications · chemistry physics and earth sciences papers

1,107 papers, page 12 of 23

551. NeurIPS 2025Military AI Needs Technically-Informed Regulation to Safeguard AI Research and its Applications
552. NeurIPS 2025Mitigating Instability in High Residual Adaptive Sampling for PINNs via Langevin Dynamics
553. NeurIPS 2025MixSignGraph: A Sign Sequence is Worth Mixed Graphs of Nodes
554. NeurIPS 2025Mixture-of-Experts Operator Transformer for Large-Scale PDE Pre-Training
555. NeurIPS 2025ML4CFD Competition: Results and Retrospective Analysis
556. NeurIPS 2025MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
557. NeurIPS 2025MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
558. NeurIPS 2025Model Merging in Pre-training of Large Language Models
559. NeurIPS 2025Modeling Cell Dynamics and Interactions with Unbalanced Mean Field Schrödinger Bridge
560. NeurIPS 2025MoE-Gyro: Self-Supervised Over-Range Reconstruction and Denoising for MEMS Gyroscopes
561. NeurIPS 2025MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks
562. NeurIPS 2025MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details
563. NeurIPS 2025Monotone and Separable Set Functions: Characterizations and Neural Models
564. NeurIPS 2025Motion4D: Learning 3D-Consistent Motion and Semantics for 4D Scene Understanding
565. NeurIPS 2025MPMAvatar: Learning 3D Gaussian Avatars with Accurate and Robust Physics-Based Dynamics
566. NeurIPS 2025MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
567. NeurIPS 2025Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment
568. NeurIPS 2025Multiresolution Analysis and Statistical Thresholding on Dynamic Networks
569. NeurIPS 2025Multiscale guidance of protein structure prediction with heterogeneous cryo-EM data
570. NeurIPS 2025Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data
571. NeurIPS 2025Neural Green’s Functions
572. NeurIPS 2025Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learning
573. NeurIPS 2025Neuro-Spectral Architectures for Causal Physics-Informed Networks
574. NeurIPS 2025New Parallel and Streaming Algorithms for Directed Densest Subgraph
575. NeurIPS 2025Non-Line-of-Sight 3D Reconstruction with Radar
576. NeurIPS 2025NoPo-Avatar: Generalizable and Animatable Avatars from Sparse Inputs without Human Poses
577. NeurIPS 2025OceanBench: A Benchmark for Data-Driven Global Ocean Forecasting systems
578. NeurIPS 2025OligoGym: Curated Datasets and Benchmarks for Oligonucleotide Drug Discovery
579. NeurIPS 2025OmniGaze: Reward-inspired Generalizable Gaze Estimation in the Wild
580. NeurIPS 2025OmniZoom: A Universal Plug-and-Play Paradigm for Cross-Device Smooth Zoom Interpolation
581. NeurIPS 2025One SPACE to Rule Them All: Jointly Mitigating Factuality and Faithfulness Hallucinations in LLMs
582. NeurIPS 2025One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution
583. NeurIPS 2025Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring
584. NeurIPS 2025Open-Vocabulary Part Segmentation via Progressive and Boundary-Aware Strategy
585. NeurIPS 2025Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization
586. NeurIPS 2025Optimized Minimal 3D Gaussian Splatting
587. NeurIPS 2025Orient Anything V2: Unifying Orientation and Rotation Understanding
588. NeurIPS 2025OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata
589. NeurIPS 2025OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates
590. NeurIPS 2025PALQO: Physics-informed model for Accelerating Large-scale Quantum Optimization
591. NeurIPS 2025PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination
592. NeurIPS 2025PanTS: The Pancreatic Tumor Segmentation Dataset
593. NeurIPS 2025Partial Physics Informed Diffusion Model for Ocean Chlorophyll Concentration Reconstruction
594. NeurIPS 2025PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
595. NeurIPS 2025PerturBench: Benchmarking Machine Learning Models for Cellular Perturbation Analysis
596. NeurIPS 2025Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
597. NeurIPS 2025PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
598. NeurIPS 2025PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation
599. NeurIPS 2025PhysDiff-VTON: Cross-Domain Physics Modeling and Trajectory Optimization for Virtual Try-On
600. NeurIPS 2025PhySense: Sensor Placement Optimization for Accurate Physics Sensing

FAQ

How many Applications · chemistry physics and earth sciences papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

3,316 in total: 293 in 2023, 680 in 2024, 1,126 in 2025, 1,217 in 2026.

How many Applications · chemistry physics and earth sciences papers are at NeurIPS 2026?

NeurIPS 2026 has 299 Applications · chemistry physics and earth sciences papers, versus 455 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICLR 2026?

ICLR 2026 has 373 Applications · chemistry physics and earth sciences papers, versus 297 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICML 2026?

ICML 2026 has 441 Applications · chemistry physics and earth sciences papers, versus 287 the year before.

How many Applications · chemistry physics and earth sciences papers are at CVPR 2026?

CVPR 2026 has 104 Applications · chemistry physics and earth sciences papers, versus 87 the year before.

Which conference publishes the most Applications · chemistry physics and earth sciences papers?

NeurIPS, with 1,107 papers from 2023 to 2026.