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

1,217 papers, page 7 of 25

301. ICLR 2026Learning Escorted Protocols For Multistate Free-Energy Estimation
302. ICLR 2026Learning Flexible Forward Trajectories for Masked Molecular Diffusion
303. ICLR 2026Learning from the Electronic Structure of Molecules across the Periodic Table
304. ICLR 2026Learning From the Past with Cascading Eligibility Traces
305. ICLR 2026Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD
306. ICLR 2026Learning Molecular Chirality via Chiral Determinant Kernels
307. ICLR 2026Learning residue level protein dynamics with multiscale Gaussians
308. ICLR 2026Learning to Solve Orienteering Problem with Time Windows and Variable Profits
309. ICLR 2026Leveraging Discrete Function Decomposability for Scientific Design
310. ICLR 2026LLEMA: Accelerating Materials Design via LLM-Guided Evolutionary Search
311. ICLR 2026Locally Subspace-Informed Neural Operators for Efficient Multiscale PDE Solving
312. ICLR 2026LORE: Jointly Learning The Intrinsic Dimensionality and Relative Similarity Structure from Ordinal Data
313. ICLR 2026Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs
314. ICLR 2026LRIM: a Physics-Based Benchmark for Provably Evaluating Long-Range Capabilities in Graph Learning
315. ICLR 2026MAC-AMP: A Closed-Loop Multi-Agent Collaboration System for Multi-Objective Antimicrobial Peptide Design
316. ICLR 2026Many Eyes, One Mind: Temporal Multi-Perspective and Progressive Distillation for Spiking Neural Networks
317. ICLR 2026Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization
318. ICLR 2026MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models
319. ICLR 2026Master Skill Learning with Policy-Grounded Synergy of LLM-based Reward Shaping and Exploring
320. ICLR 2026MATHMO: Automated Mathematical Modeling Through Adaptive Search
321. ICLR 2026MatRIS: Toward Reliable and Efficient Pretrained Machine Learning Interaction Potentials
322. ICLR 2026Maximizing Asynchronicity in Event-based Neural Networks
323. ICLR 2026mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules
324. ICLR 2026Mean Estimation from Coarse Data: Characterizations and Efficient Algorithms
325. ICLR 2026Measuring the Intrinsic Dimension of Earth Representations
326. ICLR 2026MedAraBench: Large-scale Arabic Medical Question Answering Dataset and Benchmark
327. ICLR 2026MoMa: A Simple Modular Learning Framework for Material Property Prediction
328. ICLR 2026Multi-Object System Identification from Videos
329. ICLR 2026Multi-state Protein Design with DynamicMPNN
330. ICLR 2026Multi-Synaptic Cooperation: A Bio-Inspired Framework for Robust and Scalable Continual Learning
331. ICLR 2026Multiplicative Diffusion Models: Beyond Gaussian Latents
332. ICLR 2026Nef-Net v2: Adapting Electrocardio Panorama in the wild
333. ICLR 2026NewtonGen: Physics-consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics
334. ICLR 2026Omni-Weather: Unified Multimodal Foundation Model for Weather Generation and Understanding
335. ICLR 2026OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis
336. ICLR 2026OmniEVA: Embodied Versatile Planner via Task-Adaptive 3D-Grounded and Embodiment-aware Reasoning
337. ICLR 2026OmniField: Conditioned Neural Fields for Robust Multimodal Spatiotemporal Learning
338. ICLR 2026One protein is all you need
339. ICLR 2026Online Learning and Equilibrium Computation with Ranking Feedback
340. ICLR 2026Online Navigation Refinement: Achieving Lane-Level Guidance by Associating Standard-Definition and Online Perception Maps
341. ICLR 2026Online Rounding and Learning Augmented Algorithms for Facility Location
342. ICLR 2026Operator Learning with Domain Decomposition for Geometry Generalization in PDE Solving
343. ICLR 2026Optimal transport unlocks end-to-end learning for single-molecule localization
344. ICLR 2026Orbital Transformers for Predicting Wavefunctions in Time-Dependent Density Functional Theory
345. ICLR 2026OrthoSolver: A Neural Proper Orthogonal Decomposition Solver For PDEs
346. ICLR 2026Overtone: Cyclic Patch Modulation for Cleaner, Faster Physics Emulators
347. ICLR 2026OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction
348. ICLR 2026P3D: Highly Scalable 3D Neural Surrogates for Physics Simulations with Global Context
349. ICLR 2026Pallatom-Ligand: an All-Atom Diffusion Model for Designing Ligand-Binding Proteins
350. ICLR 2026Panda: A pretrained forecast model for chaotic dynamics

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.