Hyunsoo Park

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Articles

Mapping inorganic crystal chemical space

Jan 15, 2025 | pubs.rsc.org | Hyunsoo Park |Anthony Onwuli |Keith T. Butler

Mapping inorganic crystal chemical space The combination of elements from the Periodic Table defines a vast chemical space. Only a small fraction of these combinations yields materials that occur naturally or are accessible synthetically. Here, we enumerate binary, ternary, and quaternary element and species combinations to produce an extensive library of over 1010 stoichiometric inorganic compositions.
WMD-group/SMACT: v2.6

Jul 10, 2024 | zenodo.org | Anthony Onwuli |Alex Moriarty |Dan Davies |Adam Jackson |Aron Walsh |Jonathan M. Skelton | +5 more

 What's Changed smact_validity function now available to check if a composition would pass the SMACT chemical filters by @AntObi in https://github.com/WMD-group/SMACT/pull/252 [WIP] Add option to use pre-supplied embeddings within SMACT for the dopant_prediction module by @AntObi in https://github.com/WMD-group/SMACT/pull/260 Fix tests by @AntObi in https://github.com/WMD-group/SMACT/pull/233 If eneg None...
Unveiling the Power of PROTAC Valency: Navigating Cell Type-Specific Hook Effects

Jun 14, 2024 | biorxiv.org | Frederik Eisele |Hyunsoo Park |Arash Chitsazan |Parisa Rabieifar

AbstractTargeted protein degradation (TPD) using bivalent proteolysis targeting chimeras (PROTAC) technology has shown potential in expanding the druggable proteome. In their publication in Nature Chemical Biology, Imaide et al.
Mapping inorganic crystal chemical space

Apr 16, 2024 | pubs.rsc.org | Hyunsoo Park |Anthony Onwuli |Keith T. Butler |Aron Walsh

Mapping inorganic crystal chemical space The combination of elements from the Periodic Table defines a vast chemical space. Only a small fraction of these combinations yields materials that occur naturally or are accessible synthetically. Here, we enumerate binary, ternary, and quaternary element and species combinations to produce an extensive library of over 10^10 stoichiometric inorganic compositions.
Multimodal Transformer for Property Prediction in Polymers

Jan 22, 2024 | dx.doi.org | Seunghee Han |Yeonghun Kang |Hyunsoo Park |Jeesung Yi
Enhancing Structure-Property Relationships in Porous Materials through Transfer Learning and Cross-Material Few-Shot Learning

Jul 15, 2023 | dx.doi.org | Hyunsoo Park |Yeonghun Kang |Jihan Kim

Download Hi-Res ImageDownload to MS-PowerPointCite This:ACS Appl. Mater. Interfaces 2023, XXXX, XXX Terms & Conditions Most electronic Supporting Information files are available without a subscription to ACS Web Editions. Such files may be downloaded by article for research use (if there is a public use license linked to the relevant article, that license may permit other uses).
Esr1+ hypothalamic-habenula neurons shape aversive states - Nature Neuroscience

Jun 22, 2023 | nature.com | János Fuzik |Pierre Le Merre |Felix Jung |Antonio Lentini |Moritz Weglage |Iakovos Lazaridis | +4 more

AbstractExcitatory projections from the lateral hypothalamic area (LHA) to the lateral habenula (LHb) drive aversive responses. We used patch-sequencing (Patch-seq) guided multimodal classification to define the structural and functional heterogeneity of the LHA–LHb pathway. Our classification identified six glutamatergic neuron types with unique electrophysiological properties, molecular profiles and projection patterns.
A multi-modal pre-training transformer for universal transfer learning in metal–organic frameworks - Nature Machine Intelligence

Mar 13, 2023 | nature.com | Hyunsoo Park |Yeonghun Kang

Author notesThese authors contributed equally: Yeonghun Kang, Hyunsoo Park. Authors and AffiliationsDepartment of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of KoreaYeonghun Kang, Hyunsoo Park & Jihan KimLaboratory of molecular simulation, Institut des Sciences et Ingénierie Chimiques, Valais, Ecole Polytechnique Fédérale de Lausanne, Sion, SwitzerlandBerend SmitContributionsY.K. and H.P. contributed equally to this work.