The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Boyne, Toby, Campos, Juan S., Langdon, Becky D., Qing, Jixiang, Xie, Yilin, Zhang, Shiqiang, Tsay, Calvin, Misener, Ruth, Davies, Daniel W., Jelfs, Kim E., Boyall, Sarah, Dixon, Thomas M., Schrecker, Linden, Folch, Jose Pablo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BoGrape: Bayesian optimization over graphs with shortest-path encoded
by: Xie, Yilin, et al.
Published: (2025)
by: Xie, Yilin, et al.
Published: (2025)
Global optimization of graph acquisition functions for neural architecture search
by: Xie, Yilin, et al.
Published: (2025)
by: Xie, Yilin, et al.
Published: (2025)
System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization
by: Qing, Jixiang, et al.
Published: (2024)
by: Qing, Jixiang, et al.
Published: (2024)
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization
by: Boyne, Toby, et al.
Published: (2025)
by: Boyne, Toby, et al.
Published: (2025)
P-split formulations: A class of intermediate formulations between big-M and convex hull for disjunctive constraints
by: Kronqvist, Jan, et al.
Published: (2022)
by: Kronqvist, Jan, et al.
Published: (2022)
Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic Assays
by: Sedgwick, Ruby, et al.
Published: (2024)
by: Sedgwick, Ruby, et al.
Published: (2024)
Few-shot genes selection: subset of PAM50 genes for breast cancer subtypes classification
by: Okimoto, Leandro Y. S., et al.
Published: (2024)
by: Okimoto, Leandro Y. S., et al.
Published: (2024)
Meta-learning for sample-efficient Bayesian optimisation of fed-batch processes
by: Langdon, Becky, et al.
Published: (2026)
by: Langdon, Becky, et al.
Published: (2026)
Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction
by: Wang, Zeyu, et al.
Published: (2024)
by: Wang, Zeyu, et al.
Published: (2024)
Beyond adjacency: Graph encoding with reachability and shortest paths
by: Zhang, Shiqiang, et al.
Published: (2025)
by: Zhang, Shiqiang, et al.
Published: (2025)
Increasing certainty in systems biology models using Bayesian multimodel inference
by: Linden-Santangeli, Nathaniel, et al.
Published: (2024)
by: Linden-Santangeli, Nathaniel, et al.
Published: (2024)
Integrating Dynamical Systems Learning with Foundational Models: A Meta-Evolutionary AI Framework for Clinical Trials
by: Geraci, Joseph, et al.
Published: (2025)
by: Geraci, Joseph, et al.
Published: (2025)
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification
by: Guo, Zhengrui, et al.
Published: (2024)
by: Guo, Zhengrui, et al.
Published: (2024)
Reducing Latency and Noise in PPG-Based SpO2 Measurements: A Kalman Filtering Approach Towards Acute Hypoxia Detection
by: Lingawi, Saud, et al.
Published: (2025)
by: Lingawi, Saud, et al.
Published: (2025)
Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation
by: Xie, Yilin, et al.
Published: (2024)
by: Xie, Yilin, et al.
Published: (2024)
Modeling principles for a physiology-based whole-body model of human metabolism
by: Blicher, Laura Hjort, et al.
Published: (2024)
by: Blicher, Laura Hjort, et al.
Published: (2024)
The evolution of systems biology and systems medicine: From mechanistic models to uncertainty quantification
by: Qiao, Lingxia, et al.
Published: (2024)
by: Qiao, Lingxia, et al.
Published: (2024)
A four-step Bayesian workflow for improving ecological science
by: Wolkovich, EM, et al.
Published: (2024)
by: Wolkovich, EM, et al.
Published: (2024)
Implications of self-identified race, ethnicity, and genetic ancestry on genetic association studies in biobanks within health systems
by: Johnson, Ruth, et al.
Published: (2024)
by: Johnson, Ruth, et al.
Published: (2024)
How to make the most of your masked language model for protein engineering
by: McCarter, Calvin, et al.
Published: (2026)
by: McCarter, Calvin, et al.
Published: (2026)
Verifying message-passing neural networks via topology-based bounds tightening
by: Hojny, Christopher, et al.
Published: (2024)
by: Hojny, Christopher, et al.
Published: (2024)
Exploring zero-shot structure-based protein fitness prediction
by: Sharma, Arnav, et al.
Published: (2025)
by: Sharma, Arnav, et al.
Published: (2025)
Modelling collective cell migration in a data-rich age: challenges and opportunities for data-driven modelling
by: Baker, Ruth E., et al.
Published: (2025)
by: Baker, Ruth E., et al.
Published: (2025)
Consistent diffusion matrix estimation from population time series
by: Forrow, Aden
Published: (2024)
by: Forrow, Aden
Published: (2024)
A model of tuberculosis progression using CompuCell3D
by: Doran, James W. G., et al.
Published: (2026)
by: Doran, James W. G., et al.
Published: (2026)
Protenix-Mini: Efficient Structure Predictor via Compact Architecture, Few-Step Diffusion and Switchable pLM
by: Gong, Chengyue, et al.
Published: (2025)
by: Gong, Chengyue, et al.
Published: (2025)
Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling
by: Lu, Jiarui, et al.
Published: (2023)
by: Lu, Jiarui, et al.
Published: (2023)
A computational pipeline for clustering left atrial appendage morphology via elastic shape analysis
by: Ahmad, Zan, et al.
Published: (2024)
by: Ahmad, Zan, et al.
Published: (2024)
Growth-rate distributions of gut microbiota time series
by: Brigatti, E., et al.
Published: (2023)
by: Brigatti, E., et al.
Published: (2023)
A likelihood-based Bayesian inference framework for the calibration of and selection between stochastic velocity-jump models
by: Ceccarelli, Arianna, et al.
Published: (2025)
by: Ceccarelli, Arianna, et al.
Published: (2025)
SparseFocus: Learning-based One-shot Autofocus for Microscopy with Sparse Content
by: Zhai, Yongping, et al.
Published: (2025)
by: Zhai, Yongping, et al.
Published: (2025)
Is Sequence Information All You Need for Bayesian Optimization of Antibodies?
by: Ober, Sebastian W., et al.
Published: (2025)
by: Ober, Sebastian W., et al.
Published: (2025)
DIA-CLIP: a universal representation learning framework for zero-shot DIA proteomics
by: Liao, Yucheng, et al.
Published: (2026)
by: Liao, Yucheng, et al.
Published: (2026)
REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero- and Few-shot Neurodegenerative Diagnosis
by: Can, Duy-Cat, et al.
Published: (2025)
by: Can, Duy-Cat, et al.
Published: (2025)
Inferring directed spectral information flow between mixed-frequency time series
by: Xian, Qiqi, et al.
Published: (2024)
by: Xian, Qiqi, et al.
Published: (2024)
Phenology curve estimation via a mixed model representation of functional principal components: Characterizing time series of satellite-derived vegetation indices
by: Tecuapetla-Gómez, Inder, et al.
Published: (2024)
by: Tecuapetla-Gómez, Inder, et al.
Published: (2024)
Enabling Few-Shot Alzheimer's Disease Diagnosis on Biomarker Data with Tabular LLMs
by: Kearney, Sophie, et al.
Published: (2025)
by: Kearney, Sophie, et al.
Published: (2025)
DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM
by: Zuo, Wenxuan, et al.
Published: (2024)
by: Zuo, Wenxuan, et al.
Published: (2024)
Quantifying cell cycle regulation by tissue crowding
by: Falcó, Carles, et al.
Published: (2024)
by: Falcó, Carles, et al.
Published: (2024)
Framing local structural identifiability and observability in terms of parameter-state symmetries
by: Borgqvist, Johannes G., et al.
Published: (2026)
by: Borgqvist, Johannes G., et al.
Published: (2026)
Similar Items
-
BoGrape: Bayesian optimization over graphs with shortest-path encoded
by: Xie, Yilin, et al.
Published: (2025) -
Global optimization of graph acquisition functions for neural architecture search
by: Xie, Yilin, et al.
Published: (2025) -
System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization
by: Qing, Jixiang, et al.
Published: (2024) -
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization
by: Boyne, Toby, et al.
Published: (2025) -
P-split formulations: A class of intermediate formulations between big-M and convex hull for disjunctive constraints
by: Kronqvist, Jan, et al.
Published: (2022)