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

3,316 papers, page 11 of 67

501. ICML 2026APEX: Approximate-but-exhaustive search for ultra-large combinatorial synthesis libraries
502. ICML 2026APIC: Orthogonalized Neuro-Symbolic Modeling for Nonlinear Dissipative Dynamics
503. ICML 2026Approximation Bounds for Transformer Networks with Application to Regression
504. ICML 2026AREA: Attribute Extraction and Aggregation for CLIP-Based Class-Incremental Learning
505. ICML 2026Asymptotic Theory of Iterated Empirical Risk Minimization, with Applications to Active Learning
506. ICML 2026AutoMat: Physics-Guided Agentic Reasoning for Solving Ill-Posed Inverse Microscopy Problems
507. ICML 2026AutoMS: Multi-Agent Evolutionary Search for Cross-Physics Inverse Microstructure Design
508. ICML 2026Autoregressive Boltzmann Generators
509. ICML 2026Backward SDE–Based Diffusion for Physics-Constrained Generation
510. ICML 2026Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors
511. ICML 2026Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting
512. ICML 2026Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models
513. ICML 2026Beyond Continuity: Simulation-free Reconstruction of Discrete Branching Dynamics from Single-cell Snapshots
514. ICML 2026Beyond Perplexity: UTF-8 Validity in Byte-aware Language Models
515. ICML 2026Beyond Static Endpoints: Tool Programs as an Interface for Flexible Agentic Web Services
516. ICML 2026BiCrossNet with Decoupled Dual Generators: A Parameter‑Efficient and Generalizable Few‑Shot Custom Gesture Recognition Framework
517. ICML 2026Bimodal masked language modeling for bulk RNA-seq and DNA methylation representation learning
518. ICML 2026BioDynaSpec: Harmonic-Guided Spatio-Spectral Autoregressive Diffusion for Protein Dynamics Generation
519. ICML 2026Blending Neural Control Density Functions for Stabilization and Safety
520. ICML 2026BLIPs: Bayesian Learned Interatomic Potentials
521. ICML 2026Boosting Monocular Metric Depth Estimation via Bokeh Rendering
522. ICML 2026Bridging RGB and RAW: Single-step Deterministic Flow with Homogeneous Representation Alignment
523. ICML 2026Bridging the Stability-Expressivity Gap: Synthetic Data Scaling and Preference Alignment for Low-Resource Spoken Language Models
524. ICML 2026Budgeted Active Experimentation for Treatment Effect Estimation from Observational and Randomized Data
525. ICML 2026BuildArena: A Physics-Aligned Interactive Benchmark of LLMs for Engineering Construction
526. ICML 2026Building Social World Model with Large Language Models
527. ICML 2026Bullet Trains: Parallelizing Training of Temporally Precise Spiking Neural Networks
528. ICML 2026Can Vision Language Models Learn Intuitive Physics from Interaction?
529. ICML 2026CARD: Coarse-to-fine Autoregressive Modeling with Radix-based Decomposition for Transferable Free Energy Estimation
530. ICML 2026CAReDiO: Enhancing Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization
531. ICML 2026CatFlow: Co-generation of Slab-Adsorbate Systems via Flow Matching
532. ICML 2026Causal Structure Learning for Sparse Matrix Fill-in Reduction
533. ICML 2026Certificates for Complex-Compatible Learned Cochain Laplacians
534. ICML 2026Cheap2Rich: A Multi-Fidelity Framework for Data Assimilation and System Identification of Multiscale Physics - Rotating Detonation Engines
535. ICML 2026CHESS: Chebyshev Spectral Synthesis for Trajectory Condensation
536. ICML 2026CINOC: Cardinality-Invariant Neural Operator Policies for Scalable PDE Control
537. ICML 2026ClimateAR: Multi-Scale Autoregressive Generative Modeling for Climate Forecasting
538. ICML 2026Co-RedTeam: Orchestrated Security Discovery and Exploitation with LLM Agents
539. ICML 2026Coarse-Grained Boltzmann Generators
540. ICML 2026CoCoReviewBench: A Completeness- and Correctness-Oriented Benchmark for AI Reviewers
541. ICML 2026CocoRNA: Collective RNA Design with Cooperative Multi-agent Reinforcement Learning
542. ICML 2026CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm for Neural Operator Transformer
543. ICML 2026CollabBench: Benchmarking and Unleashing Collaborative Ability of LLMs with Diverse Players via Proactive Engagement
544. ICML 2026Conditional Clifford-Steerable CNNs for PDE Modeling
545. ICML 2026Conditional KRR: Injecting Unpenalized Features into Kernel Methods with Applications to Kernel Thresholding
546. ICML 2026Conditionally Site-Independent Neural Evolution of Antibody Sequences
547. ICML 2026ConsMSA: Semantic Distribution Consistency Learning for Multimodal Sentiment Analysis
548. ICML 2026Constrained hybrid modelling to predict microbial dynamics and organic matter turnover in soil systems
549. ICML 2026CONTEXTOR: Contextualized High-order Contrastive Learning
550. ICML 2026Continuity-Regularized Flow Matching for Offline Reinforcement Learning

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.