#STAMMethods Simple agent AI with Python templates enables efficient Gibbs energy and phase-field simulation for materials research.
🔗 doi.org/10.1080/276604… #AgentAIA
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#STAMMethods Persistent homology enables interpretable ML prediction of thermal conductivity in amorphous graphene by linking structure to property.
🔗 doi.org/10.1080/276604… #MachineLearningg
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Research story on the article published in #STAMMethods
Researchers at @NAIST_MAIN_EN used #MachineLearning to identify ideal polymer manufacturing conditions, which they hope will reduce unnecessary waste and expensive experiments..⚗️♻️
Read more: asiaresearchnews.com/content/optimi…
Their study was published in @STAM_Journal and featured in #AsiaResearchNews2026 magazine.
#algorithms #MaterialsScience #PolymerScience #chemistry #ARNMagazine2026
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#STAMMethods ML-powered screening identifies promising metallic electrodes for BaSi₂ solar cells, integrating device-level simulations.
🔗 doi.org/10.1080/276604… #MachineLearningC
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#STAMMethods ProteinMPNN + NSGA-II enables design of proteins with high structural similarity and low sequence similarity.
🔗 doi.org/10.1080/276604… #ProteinDesignT
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#STAMMethods An automated ROS2-based arc melting system enables flexible, high-throughput synthesis for data-driven materials discovery.
🔗 doi.org/10.1080/276604… #RoboticsR
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#STAMMethods MD simulations reveal enhanced oxygen mobility via dimerization in oxygen-redox cathodes, impacting safety and design.
🔗 doi.org/10.1080/276604… #LiionBatteriesP
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#STAMMethods Gigacycle fatigue tests show AM Hastelloy X matches conventional fatigue strength, with no clear fatigue limit at 10⁷ cycles.
🔗 doi.org/10.1080/276604… #FatigueG
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#STAMMethods Image-based feature analysis reveals new quantitative descriptors linking catalyst film uniformity with ORR performance.
🔗 doi.org/10.1080/276604… #Catalysist
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#STAMMethods Cesogen uses a novel DSL and SDFs to robustly generate complex cellular solid meshes, accelerating materials research and design.
🔗 doi.org/10.1080/276604… #ComputationalDesignA
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#STAMMethods GenAI-driven discovery revealed perfect single-layer CD metasurfaces in telecom bands—pushing nanophotonics forward.
🔗 doi.org/10.1080/276604… #NanophotonicsE
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最先端材料科学研究：ウェブツールで先端材料開発を容易に【STAM編集室 (NIMS)】
#STAMMethods #オープンアクセス #EditorsChoice #触媒 #「遺伝子」モデル #材料インフォマティクス
kyodonewsprwire.jp/release/202601…
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#STAMMethods New creep/tensile data for 9Cr-1Mo-V-Nb steels and improved region splitting analysis enhance high-temperature materials assessment.
🔗 doi.org/10.1080/276604… #Steelj
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#STAMMethods New soft X-ray microscope with flexible magnetic fields enables dynamic, nanoscale imaging of magnetic materials and spin textures.
🔗doi.org/10.1080/276604…TU
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#STAMMethods Reference BiTe-based thermoelectrics are identified via big data and validated benchmarks—paving the way for standardized energy modules.
🔗 doi.org/10.1080/276604… #ThermoelectricsM
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Latest Editor's Choice!
@ResearchSEA #STAMMethods #OpenAccess #MaterialsResearch #ScienceJournal #EditorsChoice asiaresearchnews.com/content/buildi…
Building the data infrastructure for next-generation materials science
Researchers at NIMS have created Research Data Express (RDE) to automate data processing and create AI-ready datasets for materials research.
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最先端材料科学研究：次世代材料科学のためのデータ基盤構築【STAM編集室 (NIMS)】
#STAMMethods #オープンアクセス #EditorsChoice #データ管理 #材料インフォマティクス #データ駆動材料科学
kyodonewsprwire.jp/release/202601…
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#STAMMethods Creep strength of LPBF Hastelloy X: PiHA matches conventional, PiHC is lower—grain boundary cracks and key precipitates observed.
🔗 doi.org/10.1080/276604… #Creepb
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#STAMMethods Striking a balance between accuracy and interpretability, this study proposes a sparse regression model for high-entropy alloy discovery.
🔗 doi.org/10.1080/276604… #HighEntropyAlloysa
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