
Machine Learning: Science and Technology
@mlstjournal
A multidisciplinary, #openaccess journal devoted to the application and development of #machinelearning for the sciences. Published by @IOPPublishing.
ID: 1179804543565078528
https://ioppublishing.org/publications/journals/machine-learning-series/ 03-10-2019 17:07:00
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Read the full article in Machine Learning: Science and Technology at iopscience.iop.org/article/10.108…


I’m pretty excited about our new paper, which is a follow up to our last paper using AI to help solve a problem in theoretical particle physics. (With Lance, François Charton, Matthias, Tianji, and Garrett Merz


Link to paper: arxiv.org/abs/2501.05743 Previous AI/ML paper in Machine Learning: Science and Technology : iopscience.iop.org/article/10.108…

Our new research article on "Characterizing out-of-distribution generalization of neural networks: application to the disordered SSH model" published in Machine Learning: Science and Technology by our great student Kacper Cybiński led by Prof. A. Dawid Ania Dawid with ICFO doi.org/10.1088/2632-2…



New paper alert. "Stochastic black-box optimization using multifidelity score function estimator," published in Machine Learning: Science and Technology (IOP Publishing ) w\ kislaya ravi PS Koutsourelakis prof. Hans Bungartz. iopscience.iop.org/article/10.108… #BlackBoxOptimization #SciML #UQ #ML




Paper alert! "New gravitational wave discoveries enabled by machine learning", A. Koloniari, E. Koursoumpa, P. Nousi, P. Lampropoulos, N. Passalis, A. Tefas, N. Stergioulas, doi.org/10.1088/2632-2… μέσω Machine Learning: Science and Technology (Open Access)


Physics and AI: A powerful duo expanding our understanding of the Universe! Join our workshop at AI UK 2025, The Alan Turing Institute, to explore how physics can tackle AI's biggest challenges. In-person delegate booking opens 10am on March 12th: ai-uk.turing.ac.uk/programme-2025/ #Turing

My video interview with Quanta Magazine about AI-designed physics experiments, AI as a Muse for new ideas in Science, and Artificial Scientists: youtube.com/watch?v=T_2ZoM…

📜Our new paper on detecting quantum vortices with Convolutional Neural Networks has been published in Machine Learning: Science and Technology! ✅The scheme offers efficient, system-wide vortex detection - even in noisy, experimental data. 🔗 Read here: iopscience.iop.org/article/10.108… #MachineLearning



Our LLM4Mat-Bench paper is now published Machine Learning: Science and Technology ✨ Test your favorite LLM on the benchmark to predict material properties. 📖Paper: iopscience.iop.org/article/10.108… 💻Code: github.com/vertaix/LLM4Ma…

We show how to estimate the impact of research ideas before they were even born -- just published in Machine Learning: Science and Technology [paper] iopscience.iop.org/article/10.108… [GitHub]: github.com/artificial-sci… spearheaded by Xuemei Gu Important for future artificial muses, to generate impactful new ideas.

Our paper is now out in Machine Learning: Science and Technology, the BEST place for stat mech for ML! Response theory of first passage processes and the quasi-steady-state hypothesis helps optimize training protocols for neural nets👇School of Chemistry, Tel Aviv University BioSoft@TAU Tel Aviv University doi.org/10.1088/2632-2…
