Journal of Machine Learning for Modeling and Computing
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Journal of Machine Learning for Modeling and Computing
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Advancing machine learning in scientific modeling & computing. Explore AI-powered simulations, numerical methods & real-world applications from leading global experts.
For the latest ML/AI research, go to www.begellhouse.com/JMLMC
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Journal of Machine Learning for Modeling and Computing @jmlmc.bsky.social · Apr 10
Welcome to #JMLMC on Bluesky! Dive into machine learning, scientific modeling & computational engineering. Follow for expert insights on AI-driven simulations, numerical methods & applications transforming how we model complex systems. #MachineLearning #AI #ComputationalScience #Research
jmlmc.bsky.social
Numerical Splitting Schemes as The Cornerstone for Mini-Batch Optimization: On the Importance of Well-Balanced Methods

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#MiniBatchOptimization #NeuralNetworkTraining #StochasticGradientDescent
November 12, 2025 at 2:45 PM
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Federated Learning on Stochastic Neural Networks

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#FederatedLearning #EdgeComputing #NeuralNetworks
November 5, 2025 at 2:33 PM
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Dimension-Reduced Reconstruction Map Learning for Parameter Estimation in Likelihood-Free Inference Problems

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#LikelihoodFreeInference #BayesianComputation #NeuralNetworkEstimation
October 31, 2025 at 3:41 PM
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Conditional Pseudo-Reversible Normalizing Flow for Surrogate Modeling in Quantifying Uncertainty Propagation

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#UncertaintyQuantification #NormalizingFlows #MachineLearningForScience
October 24, 2025 at 1:23 PM
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AI moves fast - publish faster.

Journal of Machine Learning for Modeling and Computing from Begell House: rapid peer review, affordable APCs.

www.begellhouse.com/open_access/...

#JMLMC #MachineLearning #OpenAccessWeek
October 21, 2025 at 5:58 PM
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NEW ISSUE ALERT: Vol. 15, Issue 6 International Journal for Uncertainty Quantification is out! Multigrid meets Monte Carlo, Bayesian calibration for unseen outputs & operator learning that quantifies its own errors.

www.dl.begellhouse.com/journals/520...

#UncertaintyQuantification
October 17, 2025 at 3:28 PM
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LLM Benchmarking with Llama2: Evaluating Code Development Performance Across Multiple Programming Languages

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#ScientificComputing #LLMAutomation #CodeGeneration
October 17, 2025 at 1:43 PM
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Concurrent, Condensed Stein Variational Gradient Descent for Uncertainty Quantification of Neural Networks

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#SteinVariationalInference #BayesianNeuralNetworks #UncertaintyQuantification
October 10, 2025 at 1:26 PM
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Need to find reliable peer-reviewed sources? Avoid predatory practices with Begell House's new guide to our Digital Portal - 40+ journals in engineering, biomedical research & more.

Learn about our Digital Portal: www.begellhouse.com/news/7

#BegellHouse #PeerReviewedSources
October 2, 2025 at 6:05 PM
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Conformal Approach to Gaussian Process Surrogate Evaluation with Marginal Coverage Guarantees

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#MachineLearning #UncertaintyQuantification #BayesianMachineLearning
October 1, 2025 at 1:30 PM
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BIG NEWS: Journal of Machine Learning for Modeling and Computing @jmlmc.bsky.social joins Web of Science!

66 papers ➡️ 1,900+ citations ➡️ Global recognition

The future of ML research just got brighter: www.begellhouse.com/news/6

#MachineLearning #AI #Research #WebofScience
September 25, 2025 at 6:22 PM
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Domain Decomposition for Enhancement of Reduced-Order Models

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#DecisionSupportSystems #MachineLearning #EnvironmentalModeling
September 25, 2025 at 1:39 PM
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Join our peer review team & get rewarded!

- Free journal access with each review
- $100 credit per completed review
- Public recognition & certificates

Ready to contribute to scientific publishing while earning benefits? Learn more: www.begellhouse.com/journals/ato...
September 19, 2025 at 7:01 PM
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AI-Enabled Cardiovascular Models Trained on Multifidelity Simulations Data

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#ArtificialIntelligence #PersonalizedMedicine #ComputationalScience
September 19, 2025 at 1:39 PM
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Struggling to find qualified peer reviewers?

The Directory of Specialists = free global network of verified scientists & engineers.

Join thousands of users finding expert contacts for peer review, collaboration, & mentorship: wdst.begellhouse.com

#PeerReviewWeek #PRW2025
September 18, 2025 at 6:48 PM
Reposted by Journal of Machine Learning for Modeling and Computing
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Behind every breakthrough is an unsung hero: the peer reviewer. This #PeerReviewWeek, we celebrate researchers who pause their work to improve others'. Your dedication to accuracy protects us all. Science advances because of you. THANK YOU! 🔬

@peerreviewweek.bsky.social #PeerReview
September 17, 2025 at 7:54 PM
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Attention Machine Learning Researchers!

August's must-read articles from the Journal of Machine Learning for Modeling and Computing have been identified!

Editor-in-Chief: Dongbin Xiu, The Ohio State University, USA

Access these articles and more at www.begellhouse.com/JMLMC
September 12, 2025 at 2:06 PM
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Time-Series Forecasting and Refinement Within a Multimodal PDE Foundation Model

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#MultimodalLearning #TimeSeriesForecasting #ArtificialIntelligence
September 10, 2025 at 5:43 PM
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Peer Review Week is coming up on Sept 15-19! Inspired by Dr. Julie Martin's 2020 article, "Time for a Culture Change," check our guide for tips on constructive feedback and reviewers’ vital role in creating a positive publishing experience for authors.

#PeerReviewWeek2025 #ScientificCommunity
August 27, 2025 at 3:47 PM
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Chebyshev Feature Neural Network for Accurate Function Approximation

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#ChebyshevNeuralNetwork #FunctionApproximation #MachineAccuracy
August 19, 2025 at 2:30 PM
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Time-Series Forecasting and Refinement Within a Multimodal PDE Foundation Model

www.dl.begellhouse.com/journals/558...

#MultimodalML #TimeSeriesForecasting #NeuralPDEs
August 12, 2025 at 6:39 PM
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Stratospheric Aerosol Source Inversion: Noise, Variability, and Uncertainty Quantification

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#AerosolSourceInversion #InverseProblems #E3SMModel
August 5, 2025 at 6:08 PM
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Physics-Informed Neural Networks for Informed Vaccine Distribution Inmeta-Populations

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#PhysicsInformedNeuralNetworks #VaccineDistribution #MachineLearningInHealthcare
July 31, 2025 at 1:27 PM
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Evaluating the Complexity of Gene Coexpression Estimation for Single-Cell Data

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#SingleCellRNASeq #Bioinformatics #SystemsBiology
July 23, 2025 at 1:20 PM
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🧬 JMLMC Special Issue: "Biologically Inspired, Mathematically Guided Macine Learning for Biology"

Where math meets AI meets biology to solve pandemics & genomics challenges.

🔗 www.dl.begellhouse.com/journals/558...

#MLinBiology #Bioinformatics
July 22, 2025 at 3:53 PM