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 9 of 25

401. ICLR 2026Scaling Laws and Symmetry, Evidence from Neural Force Fields
402. ICLR 2026scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction
403. ICLR 2026SE-Diff: Simulator and Experience Enhanced Diffusion Model for Comprehensive ECG Generation
404. ICLR 2026Self-Supervised Evolution Operator Learning for High-Dimensional Dynamical Systems
405. ICLR 2026Semantic Uncertainty Quantification of Hallucinations in LLMs: A Quantum Tensor Network Based Method
406. ICLR 2026Separable Neural Networks: Approximation Theory, NTK Regime, and Preconditioned Gradient Descent
407. ICLR 2026SGD-Based Knowledge Distillation with Bayesian Teachers: Theory and Guidelines
408. ICLR 2026Sharing State Between Prompts and Programs
409. ICLR 2026Sheaves Reloaded: A Direction Awakening
410. ICLR 2026Si-GT: Fast Interconnect Signal Integrity Analysis for Integrated Circuit Design via Graph Transformers
411. ICLR 2026SigmaDock: Untwisting Molecular Docking with Fragment-Based SE(3) Diffusion
412. ICLR 2026SimpleFold: Folding Proteins is Simpler than You Think
413. ICLR 2026SMixer: Rethinking Efficient-Training and Event-Driven SNNs
414. ICLR 2026Smooth Calibration Error: Uniform Convergence and Functional Gradient Analysis
415. ICLR 2026SONIC: Spectral Oriented Neural Invariant Convolutions
416. ICLR 2026SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration
417. ICLR 2026Sparsity-promoting Fine-tuning for Equivariant Materials Foundation Model
418. ICLR 2026Spectral-guided Physical Dynamics Distillation
419. ICLR 2026SpectraLLM: Uncovering the Ability of LLMs for Molecule Structure Elucidation from Multi-Spectra
420. ICLR 2026Spike-based Digital Brain: a novel fundamental model for brain activity analysis
421. ICLR 2026Stable coresets: Unleashing the power of uniform sampling
422. ICLR 2026STDDN: A Physics-Guided Deep Learning Framework for Crowd Simulation
423. ICLR 2026Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling
424. ICLR 2026Structural Inference: Interpreting Small Language Models with Susceptibilities
425. ICLR 2026Structural Prognostic Event Modeling for Multimodal Cancer Survival Analysis
426. ICLR 2026SubDyve: Subgraph-Driven Dynamic Propagation for Virtual Screening Enhancement Controlling False Positive
427. ICLR 2026SYNC: Measuring and Advancing Synthesizability in Structure-Based Drug Design
428. ICLR 2026SynCoGen: Synthesizable 3D Molecule Generation via Joint Reaction and Coordinate Modeling
429. ICLR 2026Systematic Biosafety Evaluation of DNA Language Models under Jailbreak Attacks
430. ICLR 2026TaCo: A Benchmark for Lossless and Lossy Codecs of Heterogeneous Tactile Data
431. ICLR 2026Take Note: Your Molecular Dataset Is Probably Aligned
432. ICLR 2026Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models
433. ICLR 2026Temporally Detailed Hypergraph Neural ODE for Disease Progression Modeling
434. ICLR 2026Tensor learning with orthogonal, Lorentz, and symplectic symmetries
435. ICLR 2026TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation
436. ICLR 2026Test-Time Accuracy-Cost Control in Neural Simulators via Recurrent-Depth
437. ICLR 2026Test-Time Adaptation without Source Data for Out-of-Domain Bioactivity Prediction
438. ICLR 2026TetraGT: Tetrahedral Geometry-Driven Explicit Token Interactions with Graph Transformer for Molecular Representation Learning
439. ICLR 2026The False Promise of Zero-Shot Super-Resolution in Machine-Learned Operators
440. ICLR 2026The Polar Express: Optimal Matrix Sign Methods and their Application to the Muon Algorithm
441. ICLR 2026The Tutor-Pupil Augmentation: Enhancing Learning and Interpretability via Input Corrections
442. ICLR 2026Theoretical Analysis of Contrastive Learning under Imbalanced Data: From Training Dynamics to a Pruning Solution
443. ICLR 2026To Augment or Not to Augment? Diagnosing Distributional Symmetry Breaking
444. ICLR 2026Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI
445. ICLR 2026Towards a Universally Transferable Acceleration Method for Density Functional Theory
446. ICLR 2026Towards All-Atom Foundation Models for Biomolecular Binding Affinity Prediction
447. ICLR 2026Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning
448. ICLR 2026Towards Knowledge‑and‑Data‑Driven Organic Reaction Prediction: RAG‑Enhanced and Reasoning‑Powered Hybrid System with LLMs
449. ICLR 2026Towards Lossless Memory-efficient Training of Spiking Neural Networks via Gradient Checkpointing and Spike Compression
450. ICLR 2026TP-Spikformer: Token Pruned Spiking Transformer

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.