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IOPP Machine Learning and AI

@iopp-mlresearch.bsky.social
420 followers 995 following 153 posts

Discover our #openaccess journals devoted to the application and development of #MachineLearning and #ArtificialIntelligence for the sciences, health, earth and engineering. ML Series: bit.ly/3FUYyNe AI for Science: bit.ly/3QZlflu

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Reposted by IOPP Machine Learning and AI
IOP Publishing @ioppublishing.bsky.social · 04/08/2026
Are you an early career researcher (ECR)? Tell us about the challenges you're facing and the support that would help you publish, develop your career and achieve your goals. 👉 Complete the survey and share it with other ECRs: ow.ly/kKBM50ZuywM
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 25/06/2026
👋Are you an #EarlyCareerResearcher looking to build your confidence in peer review? Join 7000+ researchers ✨ who have graduated on our free course '#PeerReview Excellence: training and certification'...specifically designed for the #PhysicalScience researcher. 👉Take a look ow.ly/ilaa50Z39ro
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 23/06/2026
👋Are you an #EarlyCareerResearcher looking to build your confidence in peer review? Join 7000+ researchers ✨ who have graduated on our free course '#PeerReview Excellence: training and certification'...specifically designed for the #PhysicalScience researcher. 👉Take a look ow.ly/ilaa50Z39ro
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 21/05/2026
🌟 Play your part & support your research community ✔️ Advance your career through recognised scholarly service. ✔️ Stay at the forefront of the latest discoveries. ✔️ Gain rewards & recognition for your contribution. Discover how ➡️ ow.ly/2tnt50YWvHo #PeerReview #EarlyCareerResearcher
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 19/05/2026
Help shape the research driving #MachineLearning forward. We have #EditorialBoard Member opportunities across some of our Machine Learning journals. ➡️ Visit our Editorial Board #vacancies page to learn what’s involved and how to apply: ow.ly/5yZW50YKuGI
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 12/05/2026
Presenting MOSES, a new AI system designed to reason about chemical knowledge clearly and transparently. Instead of acting like a black box, it shows how it reaches its answers. Curious? Find out more 👉 ow.ly/PozO50YWqS5
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 06/05/2026
Want to save time by steering clear of common publishing mistakes? Sign up for your free guide with practical steps and advice which will help you submit more efficiently. Get it here: ow.ly/VQz450YIcO8
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 05/05/2026
🚀 Call for papers: AI‑driven catalytic materials design Publishing AI for faster catalyst discovery, optimisation & sustainability. ✅ Open access | ✅ No fees 📅 Deadline: 31 Aug 2026 Start your publishing journey 👉 ow.ly/H9Qt50YT77l
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 28/04/2026
Introducing QCell: 525k high‑quality QM biomolecular calculations, built to power next‑gen ML force fields. Explore 👉 ow.ly/Yhnv50YOTCm
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 27/04/2026
⚛️ Don’t miss this live panel discussion, spotlighting experts in Quantum Metrology, presented by Physics World LIVE in partnership with Reports on Physics in Progress. 📅 Thursday 30 April | ⏰ 4 PM BST 👉 Register now: ow.ly/4KRz50YOn27
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 14/04/2026
Fast ionic conduction has a Raman fingerprint 🔬⚡ This study from AI for Science uses ML‑accelerated Raman calculations to reveal liquid‑like ion motion in solid electrolytes, enabling accurate, data‑efficient discovery of fast‑ion conductors for solid‑state batteries. 🔋 ow.ly/iXbv50YGURa
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 08/04/2026
Want more clarity as you move through the publishing process? Our guide can support you. Offering straightforward steps, and practical advice that helps you to avoid common errors and feel more confident in your submission. Sign up for your copy: ow.ly/ZVXu50Y7uFE #ResearchTips
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 02/04/2026
📣 Call for Posters Share your research at Progress in Quantum Machine Learning (PQML) 2026. Posters welcomed across quantum ML, quantum computing, materials, physics, chemistry & algorithms. 🗓 Deadline: 30 April 2026 📍 Event 10 May 2026 | Beijing + Online 👉 Submit here: ow.ly/PYPw50YBMXj
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 31/03/2026
Join us in celebrating exceptional reviewers! 🎉 Each year, our journal editorial teams select recipients for our Outstanding Reviewer Awards - recognising quality, quantity and timeliness of the report they completed. Explore the full list 🙌 ow.ly/pf1w50YwRTe #ResearchIntegrity
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 31/03/2026
The new issue of AI for Science is out now, featuring advances in ML‑accelerated Raman analysis, explainable chemical reasoning, and data‑driven design of metallic glasses. 🔓 All articles are gold open access and free to read 👉 ow.ly/mH6I50YyE6I
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 26/03/2026
Join global experts at #PQML2026 — a one-day workshop on the future of quantum machine learning at Tsinghua University and online. Supported by ROPP, QST and MLST. Be part of the next wave of quantum discovery. Register now: ow.ly/9vuX50YwqgR #QuantumMachineLearning #QuantumComputing
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 23/03/2026
🆕🌟Introducing Machine Leaning: Science and Technology's first roadmap 👉 Roadmap on fast machine learning for science. Unlock the roadmap: ow.ly/sVO950Ywji3 #machinelearning #ai #fastmachinelearning
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 17/03/2026
🚀 Introducing TorchSim: a PyTorch‑native engine for fast, batched atomistic simulation with major MLIP speedups and differentiable MD. Ideal for high‑throughput materials research. Find out more 👉 ow.ly/4xYm50Yvamx
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 04/03/2026
If the publishing process feels unclear, our free guide can help you move forward with more confidence. You’ll get practical steps, journal selection advice and simple tips to avoid common pitfalls. Sign up to get your copy: ow.ly/prgH50Y7uxQ #AcademicPublishing #ResearchTips
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 02/03/2026
✨ Spring into March with a boost to your peer review confidence. Whether you're new to the process or ready to sharpen your #PeerReview expertise, our free online course has you covered. 📚 Come and take a look 👇https://ow.ly/OZMk50YlLiS #EarlyCareerResearcher
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 26/02/2026
📢 Open for submissions: Focus Collection on ​Augmented Intelligence for #SmartManufacturing​ This Focus Collection aims to shine a spotlight on innovations in augmented intelligence for the future of smart manufacturing. Learn more 👉 ow.ly/CvG450Y9bQ3 #MachineLearning
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 25/02/2026
💡Recent highlight in JPhys Complexity: This review compares different machine learning models for discovering equations from data Francisco Rodrigues 👉 Read the full review: ow.ly/TK5t50YhCs6
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 24/02/2026
🔖This focus issue aims to showcase the role of #MachineLearning in deepening and expanding our physical understanding of chemical processes in systems of current scientific and technological interest. Available to read and download now 👉https://ow.ly/Heb850YhyBW
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 23/02/2026
📢 OPEN FOR SUBMISSIONS 👉 This focus collection invites submissions that explore the integration of AI and machine learning in #geophysical sciences. Find out more: ow.ly/VoMz50Y9bpf #MachineLearning
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 19/02/2026
🌟 Help uphold the high standards of research we’re proud to publish! Become a peer reviewer and...✔️ advance your career ✔️ stay up to date with the latest developments in your field ✔️ enjoy rewards & recognition. Discover more ➡️ ow.ly/cPFZ50Y1I6G #PeerReview #EarlyCareerResearcher
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 18/02/2026
🆕Open for submissions: Focus Collection on Foundation Models and LLMs for Life Sciences This collection is looking for high-quality research at the intersection of multi-modal learning, foundation models, LLMs, & life sciences. Could this be your research? Find out more: ow.ly/hrMu50Y9b3g
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 16/02/2026
ML for #MaterialsEngineering 👇 The integration of ML into materials engineering is transforming how we design, model, and characterize materials. This collection aims to highlight advances in techniques developed for solving materials engineering problems. Learn more: ow.ly/HE1q50Y9bzj
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 13/02/2026
📈Dataset articles—helping you understand how to use and interpret data more efficiently. These articles are set apart by their description on why a dataset was created and why it is important for advancing science. Learn more: ow.ly/3LHz50Yelhb #LoveDataWeek #MachineLearning
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 12/02/2026
⛅Looking to publish your #AI for #ClimatePrediction research? Why not consider a Machine Learning: Earth focus collection. 'Focus collection on AI for Weather and Climate Prediction' is now open for submissions. Find out more 👉 ow.ly/uBPv50Y9bkf
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 09/02/2026
🔓Find a home for your #AI for healthcare research in an ML Health focus collection 👇 This collection seeks to explore how generative, foundation, and agentic AI systems can be safely and effectively developed, evaluated, and deployed in healthcare. Find out more 👉 ow.ly/m3hu50Y9aUK
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 04/02/2026
Want clearer steps for publishing your research? Get your free guide that could help you to avoid errors, choose the right journal and move through each publishing stage with confidence! Sign up for your copy here: ow.ly/bvmk50Y7tX8
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 03/02/2026
🚀 Supercharge your #PeerReview skills with our FREE online course! Explore essential modules, including 📝 peer review fundamentals, paper mills, authorship misconduct, ChatGPT and more... Enhance your expertise today 👉 ow.ly/SrJI50Y1HMr #EarlyCareerResearcher #PhysicalScience
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 27/01/2026
🔬🤖 The second issue of AI for Science is out now. Highlights include atomistic simulation in PyTorch and universal ML interatomic potentials. We're a gold open access journal exploring how AI is transforming scientific discovery. Free to read, free to publish 👉 ow.ly/cNm650Y1aWL
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 08/01/2026
✨Kick off January by mastering peer review. Whether you're starting out or looking to refine your #PeerReview skills, explore our free online course - it's jam packed with comprehensive modules to help you! 📚 Check it out 👉 ow.ly/4kOm50XxqkE #EarlyCareerResearcher
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 23/12/2025
AI is driving the next leap in 2D materials fabrication. From real-time optimisation and defect detection to autonomous robotic handling, AI is solving key bottlenecks in exfoliation and transfer, making wafer-scale production faster, cleaner, and more reliable 👉 ow.ly/7YLB50XLqBn
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 15/12/2025
🆕Recently published: Global climate model bias correction using deep learning. In this study a suite of data-driven deep learning models is developed for bias correction of climate model projections. 🔓Unlock the article: ow.ly/H0Ua50XtXfn
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 11/12/2025
🔖Recently published in #MachineLearningHealth: Geometry-encoded deep learning (GeoDL) framework for real-time 3D dose verification for online adaptive radiotherapy. Read it, share it, cite it here: ow.ly/vcNS50XtWlg #MachineLearning
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 10/12/2025
🔓Submit your manuscript before the end of 2025 to publish #openaccess at no cost to you! Our Machine Learning Series is dedicated to the application and development of machine learning and AI across the sciences. Learn more about the series: ow.ly/Usob50XtY1G #MachineLearning #AI
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 08/12/2025
🔖Recently published in #MachineLearningEarth: Deep Learning Meets Teleconnections: Improving S2S Predictions for European Winter Weather. Read it and download today 👉 ow.ly/kppo50XtXbq
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 05/12/2025
🌟Discover the latest research that has got the scientific community talking🌟 Be one of the first to unlock MLST's brand new research hub - where we will share the latest and most cited articles published in the journal, all in one place. 🔓Unlock the research: ow.ly/7yM550XtYnq
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 04/12/2025
Epilepsy is a significant global health issue, requiring dependable diagnostic tools for precise detection & treatment. AI has emerged as a powerful tool in this domain, offering the potential for real-time, responsive monitoring. Read more in #MachineLearningHealth 👉 ow.ly/n4Ck50XtWem
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 03/12/2025
📚This study’s findings highlight the significant potential of AI-driven methods in carbon emission forecasting, energy consumption driver identification, and low-carbon planning. Find out more in this recently published #TopicalReview 👉 ow.ly/PQJa50XtWNx
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 03/12/2025
Attending #NeurIPS2025? Come and visit us on the exhibition floor at booth T4 for your chance to win some exciting goodies and find out more about how you can publish your #MachineLearning research with IOP Publishing 🌟
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 01/12/2025
🌟Recently published in #MachineLearningEngineering: Real-time Detection of Insulator Defects Based on Improved Wavelet Scattering Convolutional Network. Available to read and download today 👉https://ow.ly/qSSH50XtWzw
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 27/11/2025
🆕Discover Machine Learning Health’s recently published #DatasetArticle: Raising the standard: an open source benchmarking platform and data repository to accelerate myoelectric control research 👇 🔖Read and download: ow.ly/i94R50XtW5Y
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 26/11/2025
🌟In order to fully understand current and future climate impacts from rising carbon emissions, it is crucial to accurately quantify the air–sea CO2 flux and the ocean carbon sink across space and time. Find out more 👉https://ow.ly/lr1z50XtX3X #ClimateResearch #ClimateChange
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 24/11/2025
🆕🔖Check out this #openaccess article published in #MachineLearningEngineering 👉 Predicting electronic properties of π-conjugated organic polymers using machine learning for optoelectronic applications. Download and cite today: ow.ly/35i550XtWue
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 20/11/2025
🔖Read the recently published #perspective article on deploying generative #AI in #hospitals and #healthcare 👇 Read, download, and cite here: ow.ly/TKVy50XtVXG
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 11/11/2025
⚡💡 Want faster, smarter surface stability predictions? This study benchmarks 19 ML models (uMLIPs) on 36,000+ materials to predict cleavage energy. Discover how this leads to more accurate, efficient predictions 👉 iopscience.iop.org/article/10.1...
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IOPP Machine Learning and AI @iopp-mlresearch.bsky.social · 04/11/2025
🧠Introducing AInstein, a novel new machine learning (ML) framework that solves Einstein’s equations without symmetry assumptions. Explore this bridge between physics and ML 👉 iopscience.iop.org/article/10.1...
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