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

441 papers, page 9 of 9

401. ICML 2026Toward Identifiable Sparse Autoencoders
402. ICML 2026Towards A Generative Protein Evolution Machine with DPLM-Evo
403. ICML 2026Towards Diverse Scientific Hypothesis Search with Large Language Models
404. ICML 2026Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training
405. ICML 2026Towards Professional-Grade Financial Agents: Benchmarking, Tooling, and Structured Reasoning
406. ICML 2026Towards Realistic Lifelong Re-identification: Identity Recurrence with Changing Clothes
407. ICML 2026Towards Resource-Efficient LLMs: End-to-End Energy Accounting of Distillation Pipelines
408. ICML 2026Towards Sub-Second Molecular Docking as a Structural Primitive: A Quantized Consistency Diffusion Framework
409. ICML 2026Towards the Explainability of Temporal Graph Networks via Memory Backtracking and Topological Attribution
410. ICML 2026Towards the Training of Deeper Predictive Coding Neural Networks
411. ICML 2026Training Deep Spiking Neural Networks without Normalization
412. ICML 2026Training Diffusion Language Models for Black-Box Optimization
413. ICML 2026Training-Free Bayesian Filtering with Generative Emulators
414. ICML 2026Training-Free Multimodal Large Language Model Orchestration
415. ICML 2026Transforming Weather Data from Pixel to Latent Space
416. ICML 2026Transolver-3: Scaling Up Transformer Solvers to Industrial-Scale Geometries
417. ICML 2026TriForces: Augmenting Atomistic GNNs for Transferable Representations
418. ICML 2026Two Calm Ends and the Wild Middle: A Geometric Picture of Memorization in Diffusion Models
419. ICML 2026Two-Parameter Flows for Learning Population Dynamics of Physical Systems
420. ICML 2026U-Cast: A Surprisingly Simple and Efficient Frontier Probabilistic AI Weather Forecaster
421. ICML 2026UAV$^2$: A Unified and Adaptive Scheduling Framework for UAV Autopilot System with Reinforcement Learning
422. ICML 2026Ubiquity of Emergent Hebbian Dynamics in Regularized Learning
423. ICML 2026Unbiased and Second-Order-Free Training for High-Dimensional PDEs
424. ICML 2026Uncovering Latent Communication Patterns in Brain Networks via Adaptive Flow Routing
425. ICML 2026Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics
426. ICML 2026Uni-DocRobust: Universal Plug-and-Play Robustness Enhancement for Multi-modal LLMs via Feature Restoration
427. ICML 2026UniDrag: Unified Multi-Field Prediction and Robust Shape Optimization for Vehicle Aerodynamics
428. ICML 2026UniSparse: Combining Weight Pruning and Spike Sparsification in Spiking Neural Networks
429. ICML 2026Unlocking Zero-Shot Geospatial Reasoning via Indirect Rewards
430. ICML 2026Unveiling Multi-regime Patterns in SciML: Distinct Failure Modes and Regime-specific Optimization
431. ICML 2026Verbalized Bayesian Persuasion
432. ICML 2026Walrus: A Cross-domain Foundation Model for Continuum Dynamics
433. ICML 2026WF-Bench: A Benchmark for Neural-Network WaveFunction Expressivity and Scaling Laws
434. ICML 2026WFR-MFM: One-Step Inference for Dynamic Unbalanced Optimal Transport
435. ICML 2026When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets
436. ICML 2026When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression
437. ICML 2026When Does Adaptation Win? Scaling Laws for Meta-Learning in Quantum Control
438. ICML 2026When Single Answer Is Not Enough: Rethinking Single-Step Retrosynthesis Benchmarks for LLMs
439. ICML 2026Whom to Query for What: Adaptive Group Elicitation via Multi-Turn LLM Interactions
440. ICML 2026WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling
441. ICML 2026Zeroth-Order Non-Log-Concave Sampling with Variance Reduction and Applications to Inverse Problems

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.