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

680 papers, page 8 of 14

351. ICML 2024Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification
352. ICML 2024Pluvial Flood Emulation with Hydraulics-informed Message Passing
353. ICML 2024Position: $C^*$-Algebraic Machine Learning $-$ Moving in a New Direction
354. ICML 2024Position: Application-Driven Innovation in Machine Learning
355. ICML 2024Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training
356. ICML 2024Position: Is machine learning good or bad for the natural sciences?
357. ICML 2024Position: Mission Critical – Satellite Data is a Distinct Modality in Machine Learning
358. ICML 2024Position: What Can Large Language Models Tell Us about Time Series Analysis
359. ICML 2024Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning
360. ICML 2024Predictive Coding beyond Correlations
361. ICML 2024Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF
362. ICML 2024Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE
363. ICML 2024Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
364. ICML 2024Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
365. ICML 2024Quantum Theory and Application of Contextual Optimal Transport
366. ICML 2024Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations
367. ICML 2024Regression Learning with Limited Observations of Multivariate Outcomes and Features
368. ICML 2024REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates
369. ICML 2024Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
370. ICML 2024Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning
371. ICML 2024Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity
372. ICML 2024Riemannian coordinate descent algorithms on matrix manifolds
373. ICML 2024Rolling Diffusion Models
374. ICML 2024SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
375. ICML 2024Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation
376. ICML 2024SILVER: Single-loop variance reduction and application to federated learning
377. ICML 2024Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence
378. ICML 2024Solving Poisson Equations using Neural Walk-on-Spheres
379. ICML 2024Sparse Dimensionality Reduction Revisited
380. ICML 2024Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications
381. ICML 2024Stability-Informed Initialization of Neural Ordinary Differential Equations
382. ICML 2024StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation
383. ICML 2024Stationarity without mean reversion in improper Gaussian processes
384. ICML 2024Statistical Properties of Robust Satisficing
385. ICML 2024Structured Chemistry Reasoning with Large Language Models
386. ICML 2024Subhomogeneous Deep Equilibrium Models
387. ICML 2024Supervised Matrix Factorization: Local Landscape Analysis and Applications
388. ICML 2024TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision
389. ICML 2024The Non-linear $F$-Design and Applications to Interactive Learning
390. ICML 2024Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
391. ICML 2024TimeX++: Learning Time-Series Explanations with Information Bottleneck
392. ICML 2024Towards General Neural Surrogate Solvers with Specialized Neural Accelerators
393. ICML 2024Transolver: A Fast Transformer Solver for PDEs on General Geometries
394. ICML 2024Triadic-OCD: Asynchronous Online Change Detection with Provable Robustness, Optimality, and Convergence
395. ICML 2024Turnstile $\ell_p$ leverage score sampling with applications
396. ICML 2024Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection
397. ICML 2024UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs
398. ICML 2024Uniformly Stable Algorithms for Adversarial Training and Beyond
399. ICML 2024Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
400. ICML 2024Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression

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.