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

895 papers, page 11 of 18

501. ICLR 2025Inverse decision-making using neural amortized Bayesian actors
502. ICLR 2025InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences
503. ICLR 2025InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
504. ICLR 2025Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
505. ICLR 2025Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck
506. ICLR 2025KAN: Kolmogorov–Arnold Networks
507. ICLR 2025KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA
508. ICLR 2025KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics
509. ICLR 2025KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
510. ICLR 2025KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI
511. ICLR 2025L3Ms — Lagrange Large Language Models
512. ICLR 2025Language Agents Meet Causality -- Bridging LLMs and Causal World Models
513. ICLR 2025Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice
514. ICLR 2025Large Language Models Assume People are More Rational than We Really are
515. ICLR 2025Large Language Models Often Say One Thing and Do Another
516. ICLR 2025Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods
517. ICLR 2025Learning and aligning single-neuron invariance manifolds in visual cortex
518. ICLR 2025Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks
519. ICLR 2025Learning Equivariant Non-Local Electron Density Functionals
520. ICLR 2025Learning local equivariant representations for quantum operators
521. ICLR 2025Learning Molecular Representation in a Cell
522. ICLR 2025Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
523. ICLR 2025Learning system dynamics without forgetting
524. ICLR 2025Learning the Complexity of Weakly Noisy Quantum States
525. ICLR 2025Learning to Discover Regulatory Elements for Gene Expression Prediction
526. ICLR 2025Learning to engineer protein flexibility
527. ICLR 2025LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
528. ICLR 2025Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
529. ICLR 2025Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space
530. ICLR 2025Linear combinations of latents in generative models: subspaces and beyond
531. ICLR 2025Linear Partial Gromov-Wasserstein Embedding
532. ICLR 2025LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
533. ICLR 2025MADGEN: Mass-Spec attends to De Novo Molecular generation
534. ICLR 2025MAESTRO: Masked Encoding Set Transformer with Self-Distillation
535. ICLR 2025MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
536. ICLR 2025Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion
537. ICLR 2025MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
538. ICLR 2025MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers
539. ICLR 2025MatExpert: Decomposing Materials Discovery By Mimicking Human Experts
540. ICLR 2025MeshMask: Physics-Based Simulations with Masked Graph Neural Networks
541. ICLR 2025Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
542. ICLR 2025Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations
543. ICLR 2025MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction
544. ICLR 2025MGCFNN: A Neural MultiGrid Solver with Novel Fourier Neural Network for High Wave Number Helmholtz Equations
545. ICLR 2025Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models
546. ICLR 2025MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
547. ICLR 2025Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout
548. ICLR 2025MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
549. ICLR 2025MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra
550. ICLR 2025MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses

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.