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scientific discovery

Papers archive 2025-07-28

archive papers tagged: 464 · with a code link: 192 · where Syntology ran a sample: 58 (45 with a run with no instrument failure, 13 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (58 of 464 tagged: 45 with a run with no instrument failure, 13 where every run was a failure of Syntology's instrument)

Page 5 of 5: papers 401 to 464 of 464, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• DeepSNR: A deep learning foundation for offline gravitational wave detection
  11 Jul 2022 0 repositories listed
• PhySRNet: Physics informed super-resolution network for application in computational solid mechanics
  30 Jun 2022 0 repositories listed
• Deep Learning Opacity in Scientific Discovery
  1 Jun 2022 0 repositories listed
• A Computational Inflection for Scientific Discovery
  4 May 2022 0 repositories listed
• To be or not to be an Integer? Encoding Variables for Mathematical Text
  1 May 2022 0 repositories listed
• Automated Learning of Interpretable Models with Quantified Uncertainty
  12 Apr 2022 0 repositories listed
• Evaluating the Adversarial Robustness for Fourier Neural Operators
  8 Apr 2022 0 repositories listed
• Satellite Image and Machine Learning based Knowledge Extraction in the Poverty and Welfare Domain
  2 Mar 2022 0 repositories listed
• From Unstructured Text to Causal Knowledge Graphs: A Transformer-Based Approach
  23 Feb 2022 0 repositories listed
• Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery
  7 Feb 2022 0 repositories listed
• Rediscovering orbital mechanics with machine learning
  4 Feb 2022 0 repositories listed
• AI Research Associate for Early-Stage Scientific Discovery
  2 Feb 2022 0 repositories listed
• Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction
  16 Jan 2022 0 repositories listed
• Reproducible, incremental representation learning with Rosetta VAE
  13 Jan 2022 0 repositories listed
• Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning
  14 Dec 2021 0 repositories listed
• Simulation Intelligence: Towards a New Generation of Scientific Methods
  6 Dec 2021 0 repositories listed
• Learning from learning machines: a new generation of AI technology to meet the needs of science
  27 Nov 2021 0 repositories listed
• From Kepler to Newton: Explainable AI for Science
  24 Nov 2021 0 repositories listed
• AbductionRules: Training Transformers to Explain Unexpected Inputs
  16 Nov 2021 0 repositories listed
• Interpretable and Explainable Machine Learning for Materials Science and Chemistry
  1 Nov 2021 0 repositories listed
• Applications and Techniques for Fast Machine Learning in Science
  25 Oct 2021 0 repositories listed
• RZiMM-scRNA: A regularized zero-inflated mixture model framework for single-cell RNA-seq data
  25 Oct 2021 0 repositories listed
• A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research
  13 Oct 2021 0 repositories listed
• Fast Generic Interaction Detection for Model Interpretability and Compression
  29 Sep 2021 0 repositories listed
• WHAT TO DO IF SPARSE REPRESENTATION LEARNING FAILS UNEXPECTEDLY?
  29 Sep 2021 0 repositories listed
• Scientific Argument with Supervised Learning
  24 Sep 2021 0 repositories listed
• Towards trustworthy explanations with gradient-based attribution methods
  24 Sep 2021 0 repositories listed
• A Computable Piece of Uncomputable Art whose Expansion May Explain the Universe in Software Space
  15 Sep 2021 0 repositories listed
• Beyond Predictions in Neural ODEs: Identification and Interventions
  23 Jun 2021 0 repositories listed
• Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments
  1 Jun 2021 0 repositories listed
• Bayesian subset selection and variable importance for interpretable prediction and classification
  20 Apr 2021 0 repositories listed
• ACRE: Abstract Causal REasoning Beyond Covariation
  26 Mar 2021 0 repositories listed
• Toward Building Science Discovery Machines
  24 Mar 2021 0 repositories listed
• Autonomous synthesis of metastable materials
  19 Jan 2021 0 repositories listed
• A Use of Even Activation Functions in Neural Networks
  23 Nov 2020 0 repositories listed
• Advancing the Scientific Frontier with Increasingly Autonomous Systems
  15 Sep 2020 0 repositories listed
• Active Measure Reinforcement Learning for Observation Cost Minimization
  26 May 2020 0 repositories listed
• Learning to Complement Humans
  1 May 2020 0 repositories listed
• Causal Relational Learning
  7 Apr 2020 0 repositories listed
• Adversarial Examples and the Deeper Riddle of Induction: The Need for a Theory of Artifacts in Deep Learning
  20 Mar 2020 0 repositories listed
• A Novel Kuhnian Ontology for Epistemic Classification of STM Scholarly Articles
  10 Feb 2020 0 repositories listed
• Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles
  28 Jan 2020 0 repositories listed
• Building high accuracy emulators for scientific simulations with deep neural architecture search
  17 Jan 2020 0 repositories listed
• Enabling real-time multi-messenger astrophysics discoveries with deep learning
  26 Nov 2019 0 repositories listed
• Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era
  5 Nov 2019 0 repositories listed
• Deep Reasoning Networks: Thinking Fast and Slow, for Pattern De-mixing
  25 Sep 2019 0 repositories listed
• How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?
  8 Sep 2019 0 repositories listed
• Deep Reasoning Networks: Thinking Fast and Slow
  3 Jun 2019 0 repositories listed
• Artificial Intelligence for Pediatric Ophthalmology
  6 Apr 2019 0 repositories listed
• Learning Good Representation via Continuous Attention
  29 Mar 2019 0 repositories listed
• Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era
  1 Feb 2019 0 repositories listed
• Adaptive Exact Learning of Decision Trees from Membership Queries
  23 Jan 2019 0 repositories listed
• Efficient nonmyopic batch active search
  1 Dec 2018 0 repositories listed
• Efficient nonmyopic active search with applications in drug and materials discovery
  21 Nov 2018 0 repositories listed
• Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes
  5 Oct 2018 0 repositories listed
• Scientific Discovery as Link Prediction in Influence and Citation Graphs
  1 Jun 2018 0 repositories listed
• NeuroStorm: Accelerating Brain Science Discovery in the Cloud
  9 Mar 2018 0 repositories listed
• Efficiently Discovering Locally Exceptional yet Globally Representative Subgroups
  22 Sep 2017 0 repositories listed
• Tunnel Effects in Cognition: A new Mechanism for Scientific Discovery and Education
  16 Jul 2017 0 repositories listed
• Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data
  27 Dec 2016 0 repositories listed
• Probabilistic Dimensionality Reduction via Structure Learning
  16 Oct 2016 0 repositories listed
• Accelerating Science: A Computing Research Agenda
  6 Apr 2016 0 repositories listed
• Using Causal Discovery to Track Information Flow in Spatio-Temporal Data - A Testbed and Experimental Results Using Advection-Diffusion Simulations
  27 Dec 2015 0 repositories listed
• Scientific Discovery by Machine Intelligence: A New Avenue for Drug Research
  23 Jun 2015 0 repositories listed