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

1,126 papers, page 20 of 23

951. NeurIPS 2025OmniGaze: Reward-inspired Generalizable Gaze Estimation in the Wild
952. NeurIPS 2025OmniZoom: A Universal Plug-and-Play Paradigm for Cross-Device Smooth Zoom Interpolation
953. NeurIPS 2025One SPACE to Rule Them All: Jointly Mitigating Factuality and Faithfulness Hallucinations in LLMs
954. NeurIPS 2025One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution
955. NeurIPS 2025Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring
956. NeurIPS 2025Open-Vocabulary Part Segmentation via Progressive and Boundary-Aware Strategy
957. NeurIPS 2025Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization
958. NeurIPS 2025Optimized Minimal 3D Gaussian Splatting
959. NeurIPS 2025Orient Anything V2: Unifying Orientation and Rotation Understanding
960. NeurIPS 2025OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata
961. NeurIPS 2025OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates
962. NeurIPS 2025PALQO: Physics-informed model for Accelerating Large-scale Quantum Optimization
963. NeurIPS 2025PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination
964. NeurIPS 2025PanTS: The Pancreatic Tumor Segmentation Dataset
965. NeurIPS 2025Partial Physics Informed Diffusion Model for Ocean Chlorophyll Concentration Reconstruction
966. NeurIPS 2025PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
967. NeurIPS 2025PerturBench: Benchmarking Machine Learning Models for Cellular Perturbation Analysis
968. NeurIPS 2025Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
969. NeurIPS 2025PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
970. NeurIPS 2025PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation
971. NeurIPS 2025PhysDiff-VTON: Cross-Domain Physics Modeling and Trajectory Optimization for Virtual Try-On
972. NeurIPS 2025PhySense: Sensor Placement Optimization for Accurate Physics Sensing
973. NeurIPS 2025Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
974. NeurIPS 2025Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints
975. NeurIPS 2025Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection
976. NeurIPS 2025Physics-informed machine learning with domain decomposition and global dynamics for three-dimensional intersecting flows
977. NeurIPS 2025Physics-informed Neural Operator for Pansharpening
978. NeurIPS 2025Physics-informed Reduced Order Modeling of Time-dependent PDEs via Differentiable Solvers
979. NeurIPS 2025Physics-informed Value Learner for Offline Goal-Conditioned Reinforcement Learning
980. NeurIPS 2025PhySwin: An Efficient and Physically-Informed Foundation Model for Multispectral Earth Observation
981. NeurIPS 2025PINN Balls: Scaling Second-Order Methods for PINNs with Domain Decomposition and Adaptive Sampling
982. NeurIPS 2025PINNs with Learnable Quadrature
983. NeurIPS 2025PIPE: Physics-Informed Position Encoding for Alignment of Satellite Images and Time Series in Typhoon Forecasting
984. NeurIPS 2025Plenodium: Underwater 3D Scene Reconstruction with Plenoptic Medium Representation
985. NeurIPS 2025PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
986. NeurIPS 2025PMLF: A Physics-Guided Multiscale Loss Framework for Structurally Heterogeneous Time Series
987. NeurIPS 2025PocketSR: The Super-Resolution Expert in Your Pocket Mobiles
988. NeurIPS 2025Position: Biology is the Challenge Physics-Informed ML Needs to Evolve
989. NeurIPS 2025Position: Bridge the Gaps between Machine Unlearning and AI Regulation
990. NeurIPS 2025PPMStereo: Pick-and-Play Memory Construction for Consistent Dynamic Stereo Matching
991. NeurIPS 2025Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
992. NeurIPS 2025PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation
993. NeurIPS 2025Pro3D-Editor: A Progressive Framework for Consistent and Precise 3D Editing
994. NeurIPS 2025ProDyG: Progressive Dynamic Scene Reconstruction via Gaussian Splatting from Monocular Videos
995. NeurIPS 2025ProteinConformers: Benchmark Dataset for Simulating Protein Conformational Landscape Diversity and Plausibility
996. NeurIPS 2025PSBench: a large-scale benchmark for estimating the accuracy of protein complex structural models
997. NeurIPS 2025Puppeteer: Rig and Animate Your 3D Models
998. NeurIPS 2025Quantifying and Alleviating Co-Adaptation in Sparse-View 3D Gaussian Splatting
999. NeurIPS 2025RANK++LETR: Learn to Rank and Optimize Candidates for Line Segment Detection
1000. NeurIPS 2025Rao-Blackwellised Reparameterisation Gradients

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.