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 9 of 23

401. ICML 2025An Instrumental Value for Data Production and its Application to Data Pricing
402. ICML 2025AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling
403. ICML 2025Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation
404. ICML 2025Asymmetric Decision-Making in Online Knowledge Distillation: Unifying Consensus and Divergence
405. ICML 2025AtlasD: Automatic Local Symmetry Discovery
406. ICML 2025Attributes Shape the Embedding Space of Face Recognition Models
407. ICML 2025Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving
408. ICML 2025AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling
409. ICML 2025Average Sensitivity of Hierarchical $k$-Median Clustering
410. ICML 2025Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality
411. ICML 2025BARNN: A Bayesian Autoregressive and Recurrent Neural Network
412. ICML 2025Bayesian Inference for Correlated Human Experts and Classifiers
413. ICML 2025Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling
414. ICML 2025Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance
415. ICML 2025BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare
416. ICML 2025Breaking Barriers: Combinatorial Algorithms for Non-Monotone Submodular Maximization with Sublinear Adaptivity and $1/e$ Approximation
417. ICML 2025Bridging Layout and RTL: Knowledge Distillation based Timing Prediction
418. ICML 2025Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition
419. ICML 2025Calibrated Physics-Informed Uncertainty Quantification
420. ICML 2025Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example
421. ICML 2025Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
422. ICML 2025Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel
423. ICML 2025CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling
424. ICML 2025Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction
425. ICML 2025Closed-form Solutions: A New Perspective on Solving Differential Equations
426. ICML 2025CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes
427. ICML 2025CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization
428. ICML 2025Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction
429. ICML 2025Compositional Flows for 3D Molecule and Synthesis Pathway Co-design
430. ICML 2025Compressed and distributed least-squares regression: convergence rates with applications to federated learning
431. ICML 2025Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem
432. ICML 2025Contextual Linear Bandits with Delay as Payoff
433. ICML 2025Continual Generalized Category Discovery: Learning and Forgetting from a Bayesian Perspective
434. ICML 2025CoPINN: Cognitive Physics-Informed Neural Networks
435. ICML 2025Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation
436. ICML 2025Counting atoms faster: policy-based nuclear magnetic resonance pulse sequencing for atomic abundance measurement
437. ICML 2025Cross-City Latent Space Alignment for Consistency Region Embedding
438. ICML 2025CursorCore: Assist Programming through Aligning Anything
439. ICML 2025Curvature-aware Graph Attention for PDEs on Manifolds
440. ICML 2025CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities
441. ICML 2025Deep Electromagnetic Structure Design Under Limited Evaluation Budgets
442. ICML 2025Deep Neural Cellular Potts Models
443. ICML 2025Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
444. ICML 2025Dendritic Localized Learning: Toward Biologically Plausible Algorithm
445. ICML 2025Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation
446. ICML 2025DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra
447. ICML 2025Diffusion on Language Model Encodings for Protein Sequence Generation
448. ICML 2025DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction
449. ICML 2025Discovering Physics Laws of Dynamical Systems via Invariant Function Learning
450. ICML 2025Discovering Symbolic Cognitive Models from Human and Animal Behavior

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.