Roadmap on data-centric materials science
Science is and always has been based on data, but the terms ‘data-centric’ and the ‘4th paradigm’ of materials research indicate a radical change in how information is retrieved, handled and research is performed. It signifies a transformative shift towards managing vast data collections, digital re...
Gespeichert in:
| Hauptverfasser: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Dokumenttyp: | Article (Journal) |
| Sprache: | Englisch |
| Veröffentlicht: |
3 July 2024
|
| In: |
Modelling and simulation in materials science and engineering
Year: 2024, Jahrgang: 32, Heft: 6, Pages: 1-91 |
| ISSN: | 1361-651X |
| DOI: | 10.1088/1361-651X/ad4d0d |
| Online-Zugang: | Verlag, kostenfrei, Volltext: https://doi.org/10.1088/1361-651X/ad4d0d Verlag, kostenfrei, Volltext: https://dx.doi.org/10.1088/1361-651X/ad4d0d 
|
| Verfasserangaben: | Stefan Bauer, Peter Benner, Tristan Bereau, Volker Blum, Mario Boley, Christian Carbogno, C Richard A Catlow, Gerhard Dehm, Sebastian Eibl, Ralph Ernstorfer, Ádám Fekete, Lucas Foppa, Peter Fratzl, Christoph Freysoldt, Baptiste Gault, Luca M Ghiringhelli, Sajal K Giri, Anton Gladyshev, Pawan Goyal, Jason Hattrick-Simpers, Lara Kabalan, Petr Karpov, Mohammad S Khorrami, Christoph T. Koch, Sebastian Kokott, Thomas Kosch, Igor Kowalec, Kurt Kremer, Andreas Leitherer, Yue Li, Christian H Liebscher, Andrew J Logsdail, Zhongwei Lu, Felix Luong, Andreas Marek, Florian Merz, Jaber R Mianroodi, Jörg Neugebauer, Zongrui Pei, Thomas A R Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan-Michael Rost, James Saal, Ulf Saalmann, Kasturi Narasimha Sasidhar, Alaukik Saxena, Luigi Sbailò, Markus Scheidgen, Marcel Schloz, Daniel F Schmidt, Simon Teshuva, Annette Trunschke, Ye Wei, Gerhard Weikum, R Patrick Xian, Yi Yao, Junqi Yin, Meng Zhao and Matthias Scheffler |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1918703205 | ||
| 003 | DE-627 | ||
| 005 | 20250716234315.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 250227s2024 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1088/1361-651X/ad4d0d |2 doi | |
| 035 | |a (DE-627)1918703205 | ||
| 035 | |a (DE-599)KXP1918703205 | ||
| 035 | |a (OCoLC)1528019774 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 29 |2 sdnb | ||
| 100 | 1 | |a Bauer, Stefan |e VerfasserIn |0 (DE-588)1212626834 |0 (DE-627)170216666X |4 aut | |
| 245 | 1 | 0 | |a Roadmap on data-centric materials science |c Stefan Bauer, Peter Benner, Tristan Bereau, Volker Blum, Mario Boley, Christian Carbogno, C Richard A Catlow, Gerhard Dehm, Sebastian Eibl, Ralph Ernstorfer, Ádám Fekete, Lucas Foppa, Peter Fratzl, Christoph Freysoldt, Baptiste Gault, Luca M Ghiringhelli, Sajal K Giri, Anton Gladyshev, Pawan Goyal, Jason Hattrick-Simpers, Lara Kabalan, Petr Karpov, Mohammad S Khorrami, Christoph T. Koch, Sebastian Kokott, Thomas Kosch, Igor Kowalec, Kurt Kremer, Andreas Leitherer, Yue Li, Christian H Liebscher, Andrew J Logsdail, Zhongwei Lu, Felix Luong, Andreas Marek, Florian Merz, Jaber R Mianroodi, Jörg Neugebauer, Zongrui Pei, Thomas A R Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan-Michael Rost, James Saal, Ulf Saalmann, Kasturi Narasimha Sasidhar, Alaukik Saxena, Luigi Sbailò, Markus Scheidgen, Marcel Schloz, Daniel F Schmidt, Simon Teshuva, Annette Trunschke, Ye Wei, Gerhard Weikum, R Patrick Xian, Yi Yao, Junqi Yin, Meng Zhao and Matthias Scheffler |
| 264 | 1 | |c 3 July 2024 | |
| 300 | |a 91 | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Gesehen am 27.02.2025 | ||
| 520 | |a Science is and always has been based on data, but the terms ‘data-centric’ and the ‘4th paradigm’ of materials research indicate a radical change in how information is retrieved, handled and research is performed. It signifies a transformative shift towards managing vast data collections, digital repositories, and innovative data analytics methods. The integration of artificial intelligence and its subset machine learning, has become pivotal in addressing all these challenges. This Roadmap on Data-Centric Materials Science explores fundamental concepts and methodologies, illustrating diverse applications in electronic-structure theory, soft matter theory, microstructure research, and experimental techniques like photoemission, atom probe tomography, and electron microscopy. While the roadmap delves into specific areas within the broad interdisciplinary field of materials science, the provided examples elucidate key concepts applicable to a wider range of topics. The discussed instances offer insights into addressing the multifaceted challenges encountered in contemporary materials research. | ||
| 700 | 1 | |a Benner, Peter |e VerfasserIn |4 aut | |
| 700 | 1 | |a Bereau, Tristan |e VerfasserIn |0 (DE-588)1322458626 |0 (DE-627)1882396340 |4 aut | |
| 700 | 1 | |a Blum, Volker |e VerfasserIn |4 aut | |
| 700 | 1 | |a Boley, Mario |e VerfasserIn |4 aut | |
| 700 | 1 | |a Carbogno, Christian |e VerfasserIn |4 aut | |
| 700 | 1 | |a Catlow, C Richard A |e VerfasserIn |4 aut | |
| 700 | 1 | |a Dehm, Gerhard |e VerfasserIn |4 aut | |
| 700 | 1 | |a Eibl, Sebastian |e VerfasserIn |4 aut | |
| 700 | 1 | |a Ernstorfer, Ralph |e VerfasserIn |4 aut | |
| 700 | 1 | |a Fekete, Ádám |e VerfasserIn |4 aut | |
| 700 | 1 | |a Foppa, Lucas |e VerfasserIn |4 aut | |
| 700 | 1 | |a Fratzl, Peter |e VerfasserIn |4 aut | |
| 700 | 1 | |a Freysoldt, Christoph |e VerfasserIn |4 aut | |
| 700 | 1 | |a Gault, Baptiste |e VerfasserIn |4 aut | |
| 700 | 1 | |a Ghiringhelli, Luca M |e VerfasserIn |4 aut | |
| 700 | 1 | |a Giri, Sajal K |e VerfasserIn |4 aut | |
| 700 | 1 | |a Gladyshev, Anton |e VerfasserIn |4 aut | |
| 700 | 1 | |a Goyal, Pawan |e VerfasserIn |4 aut | |
| 700 | 1 | |a Hattrick-Simpers, Jason |e VerfasserIn |4 aut | |
| 700 | 1 | |a Kabalan, Lara |e VerfasserIn |4 aut | |
| 700 | 1 | |a Karpov, Petr |e VerfasserIn |4 aut | |
| 700 | 1 | |a Khorrami, Mohammad S |e VerfasserIn |4 aut | |
| 700 | 1 | |a Koch, Christoph T. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Kokott, Sebastian |e VerfasserIn |4 aut | |
| 700 | 1 | |a Kosch, Thomas |e VerfasserIn |4 aut | |
| 700 | 1 | |a Kowalec, Igor |e VerfasserIn |4 aut | |
| 700 | 1 | |a Kremer, Kurt |e VerfasserIn |4 aut | |
| 700 | 1 | |a Leitherer, Andreas |e VerfasserIn |4 aut | |
| 700 | 1 | |a Li, Yue |e VerfasserIn |4 aut | |
| 700 | 1 | |a Liebscher, Christian H |e VerfasserIn |4 aut | |
| 700 | 1 | |a Logsdail, Andrew J |e VerfasserIn |4 aut | |
| 700 | 1 | |a Lu, Zhongwei |e VerfasserIn |4 aut | |
| 700 | 1 | |a Luong, Felix |e VerfasserIn |4 aut | |
| 700 | 1 | |a Marek, Andreas |e VerfasserIn |4 aut | |
| 700 | 1 | |a Merz, Florian |e VerfasserIn |4 aut | |
| 700 | 1 | |a Mianroodi, Jaber R |e VerfasserIn |4 aut | |
| 700 | 1 | |a Neugebauer, Jörg |e VerfasserIn |4 aut | |
| 700 | 1 | |a Pei, Zongrui |e VerfasserIn |4 aut | |
| 700 | 1 | |a Purcell, Thomas A R |e VerfasserIn |4 aut | |
| 700 | 1 | |a Raabe, Dierk |e VerfasserIn |4 aut | |
| 700 | 1 | |a Rampp, Markus |e VerfasserIn |4 aut | |
| 700 | 1 | |a Rossi, Mariana |e VerfasserIn |4 aut | |
| 700 | 1 | |a Rost, Jan-Michael |e VerfasserIn |4 aut | |
| 700 | 1 | |a Saal, James |e VerfasserIn |4 aut | |
| 700 | 1 | |a Saalmann, Ulf |e VerfasserIn |4 aut | |
| 700 | 1 | |a Sasidhar, Kasturi Narasimha |e VerfasserIn |4 aut | |
| 700 | 1 | |a Saxena, Alaukik |e VerfasserIn |4 aut | |
| 700 | 1 | |a Sbailò, Luigi |e VerfasserIn |4 aut | |
| 700 | 1 | |a Scheidgen, Markus |e VerfasserIn |4 aut | |
| 700 | 1 | |a Schloz, Marcel |e VerfasserIn |4 aut | |
| 700 | 1 | |a Schmidt, Daniel F |e VerfasserIn |4 aut | |
| 700 | 1 | |a Teshuva, Simon |e VerfasserIn |4 aut | |
| 700 | 1 | |a Trunschke, Annette |e VerfasserIn |4 aut | |
| 700 | 1 | |a Wei, Ye |e VerfasserIn |4 aut | |
| 700 | 1 | |a Weikum, Gerhard |e VerfasserIn |4 aut | |
| 700 | 1 | |a Xian, R Patrick |e VerfasserIn |4 aut | |
| 700 | 1 | |a Yao, Yi |e VerfasserIn |4 aut | |
| 700 | 1 | |a Yin, Junqi |e VerfasserIn |4 aut | |
| 700 | 1 | |a Zhao, Meng |e VerfasserIn |4 aut | |
| 700 | 1 | |a Scheffler, Matthias |e VerfasserIn |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |t Modelling and simulation in materials science and engineering |d Bristol : IOP Publ., 1992 |g 32(2024), 6, Artikel-ID 063301, Seite 1-91 |h Online-Ressource |w (DE-627)311993680 |w (DE-600)2001737-6 |w (DE-576)090880943 |x 1361-651X |7 nnas |a Roadmap on data-centric materials science |
| 773 | 1 | 8 | |g volume:32 |g year:2024 |g number:6 |g elocationid:063301 |g pages:1-91 |g extent:91 |a Roadmap on data-centric materials science |
| 856 | 4 | 0 | |u https://doi.org/10.1088/1361-651X/ad4d0d |x Verlag |x Resolving-System |z kostenfrei |3 Volltext |
| 856 | 4 | 0 | |u https://dx.doi.org/10.1088/1361-651X/ad4d0d |x Verlag |z kostenfrei |3 Volltext |
| 951 | |a AR | ||
| 992 | |a 20250227 | ||
| 993 | |a Article | ||
| 994 | |a 2024 | ||
| 998 | |g 1322458626 |a Bereau, Tristan |m 1322458626:Bereau, Tristan |d 130000 |d 130300 |e 130000PB1322458626 |e 130300PB1322458626 |k 0/130000/ |k 1/130000/130300/ |p 3 | ||
| 999 | |a KXP-PPN1918703205 |e 4674072816 | ||
| BIB | |a Y | ||
| SER | |a journal | ||
| JSO | |a {"name":{"displayForm":["Stefan Bauer, Peter Benner, Tristan Bereau, Volker Blum, Mario Boley, Christian Carbogno, C Richard A Catlow, Gerhard Dehm, Sebastian Eibl, Ralph Ernstorfer, Ádám Fekete, Lucas Foppa, Peter Fratzl, Christoph Freysoldt, Baptiste Gault, Luca M Ghiringhelli, Sajal K Giri, Anton Gladyshev, Pawan Goyal, Jason Hattrick-Simpers, Lara Kabalan, Petr Karpov, Mohammad S Khorrami, Christoph T. Koch, Sebastian Kokott, Thomas Kosch, Igor Kowalec, Kurt Kremer, Andreas Leitherer, Yue Li, Christian H Liebscher, Andrew J Logsdail, Zhongwei Lu, Felix Luong, Andreas Marek, Florian Merz, Jaber R Mianroodi, Jörg Neugebauer, Zongrui Pei, Thomas A R Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan-Michael Rost, James Saal, Ulf Saalmann, Kasturi Narasimha Sasidhar, Alaukik Saxena, Luigi Sbailò, Markus Scheidgen, Marcel Schloz, Daniel F Schmidt, Simon Teshuva, Annette Trunschke, Ye Wei, Gerhard Weikum, R Patrick Xian, Yi Yao, Junqi Yin, Meng Zhao and Matthias Scheffler"]},"id":{"doi":["10.1088/1361-651X/ad4d0d"],"eki":["1918703205"]},"origin":[{"dateIssuedKey":"2024","dateIssuedDisp":"3 July 2024"}],"relHost":[{"language":["eng"],"recId":"311993680","note":["Gesehen am 02.12.20"],"type":{"bibl":"periodical","media":"Online-Ressource"},"disp":"Roadmap on data-centric materials scienceModelling and simulation in materials science and engineering","part":{"extent":"91","text":"32(2024), 6, Artikel-ID 063301, Seite 1-91","volume":"32","issue":"6","pages":"1-91","year":"2024"},"pubHistory":["1.1992/93 -"],"title":[{"title_sort":"Modelling and simulation in materials science and engineering","title":"Modelling and simulation in materials science and engineering"}],"physDesc":[{"extent":"Online-Ressource"}],"name":{"displayForm":["Institute of Physics"]},"id":{"issn":["1361-651X"],"eki":["311993680"],"zdb":["2001737-6"]},"origin":[{"publisherPlace":"Bristol","publisher":"IOP Publ.","dateIssuedKey":"1992","dateIssuedDisp":"1992-"}]}],"physDesc":[{"extent":"91 S."}],"person":[{"family":"Bauer","given":"Stefan","display":"Bauer, Stefan","roleDisplay":"VerfasserIn","role":"aut"},{"display":"Benner, Peter","roleDisplay":"VerfasserIn","role":"aut","family":"Benner","given":"Peter"},{"family":"Bereau","given":"Tristan","display":"Bereau, Tristan","roleDisplay":"VerfasserIn","role":"aut"},{"roleDisplay":"VerfasserIn","display":"Blum, Volker","role":"aut","family":"Blum","given":"Volker"},{"given":"Mario","family":"Boley","role":"aut","roleDisplay":"VerfasserIn","display":"Boley, Mario"},{"roleDisplay":"VerfasserIn","display":"Carbogno, Christian","role":"aut","family":"Carbogno","given":"Christian"},{"role":"aut","roleDisplay":"VerfasserIn","display":"Catlow, C Richard A","given":"C Richard A","family":"Catlow"},{"role":"aut","roleDisplay":"VerfasserIn","display":"Dehm, Gerhard","given":"Gerhard","family":"Dehm"},{"role":"aut","roleDisplay":"VerfasserIn","display":"Eibl, Sebastian","given":"Sebastian","family":"Eibl"},{"role":"aut","display":"Ernstorfer, Ralph","roleDisplay":"VerfasserIn","given":"Ralph","family":"Ernstorfer"},{"family":"Fekete","given":"Ádám","display":"Fekete, Ádám","roleDisplay":"VerfasserIn","role":"aut"},{"family":"Foppa","given":"Lucas","roleDisplay":"VerfasserIn","display":"Foppa, Lucas","role":"aut"},{"given":"Peter","family":"Fratzl","role":"aut","roleDisplay":"VerfasserIn","display":"Fratzl, Peter"},{"family":"Freysoldt","given":"Christoph","display":"Freysoldt, Christoph","roleDisplay":"VerfasserIn","role":"aut"},{"role":"aut","display":"Gault, Baptiste","roleDisplay":"VerfasserIn","given":"Baptiste","family":"Gault"},{"display":"Ghiringhelli, Luca M","roleDisplay":"VerfasserIn","role":"aut","family":"Ghiringhelli","given":"Luca M"},{"given":"Sajal K","family":"Giri","role":"aut","roleDisplay":"VerfasserIn","display":"Giri, Sajal K"},{"roleDisplay":"VerfasserIn","display":"Gladyshev, Anton","role":"aut","family":"Gladyshev","given":"Anton"},{"display":"Goyal, Pawan","roleDisplay":"VerfasserIn","role":"aut","family":"Goyal","given":"Pawan"},{"role":"aut","display":"Hattrick-Simpers, Jason","roleDisplay":"VerfasserIn","given":"Jason","family":"Hattrick-Simpers"},{"display":"Kabalan, Lara","roleDisplay":"VerfasserIn","role":"aut","family":"Kabalan","given":"Lara"},{"role":"aut","display":"Karpov, Petr","roleDisplay":"VerfasserIn","given":"Petr","family":"Karpov"},{"display":"Khorrami, Mohammad S","roleDisplay":"VerfasserIn","role":"aut","family":"Khorrami","given":"Mohammad S"},{"given":"Christoph T.","family":"Koch","role":"aut","display":"Koch, Christoph T.","roleDisplay":"VerfasserIn"},{"display":"Kokott, Sebastian","roleDisplay":"VerfasserIn","role":"aut","family":"Kokott","given":"Sebastian"},{"role":"aut","display":"Kosch, Thomas","roleDisplay":"VerfasserIn","given":"Thomas","family":"Kosch"},{"given":"Igor","family":"Kowalec","role":"aut","display":"Kowalec, Igor","roleDisplay":"VerfasserIn"},{"family":"Kremer","given":"Kurt","display":"Kremer, Kurt","roleDisplay":"VerfasserIn","role":"aut"},{"role":"aut","roleDisplay":"VerfasserIn","display":"Leitherer, Andreas","given":"Andreas","family":"Leitherer"},{"display":"Li, Yue","roleDisplay":"VerfasserIn","role":"aut","family":"Li","given":"Yue"},{"roleDisplay":"VerfasserIn","display":"Liebscher, Christian H","role":"aut","family":"Liebscher","given":"Christian H"},{"display":"Logsdail, Andrew J","roleDisplay":"VerfasserIn","role":"aut","family":"Logsdail","given":"Andrew J"},{"given":"Zhongwei","family":"Lu","role":"aut","roleDisplay":"VerfasserIn","display":"Lu, Zhongwei"},{"family":"Luong","given":"Felix","roleDisplay":"VerfasserIn","display":"Luong, Felix","role":"aut"},{"given":"Andreas","family":"Marek","role":"aut","roleDisplay":"VerfasserIn","display":"Marek, Andreas"},{"role":"aut","roleDisplay":"VerfasserIn","display":"Merz, Florian","given":"Florian","family":"Merz"},{"given":"Jaber R","family":"Mianroodi","role":"aut","display":"Mianroodi, Jaber R","roleDisplay":"VerfasserIn"},{"display":"Neugebauer, Jörg","roleDisplay":"VerfasserIn","role":"aut","family":"Neugebauer","given":"Jörg"},{"display":"Pei, Zongrui","roleDisplay":"VerfasserIn","role":"aut","family":"Pei","given":"Zongrui"},{"family":"Purcell","given":"Thomas A R","display":"Purcell, Thomas A R","roleDisplay":"VerfasserIn","role":"aut"},{"given":"Dierk","family":"Raabe","role":"aut","roleDisplay":"VerfasserIn","display":"Raabe, Dierk"},{"given":"Markus","family":"Rampp","role":"aut","roleDisplay":"VerfasserIn","display":"Rampp, Markus"},{"given":"Mariana","family":"Rossi","role":"aut","roleDisplay":"VerfasserIn","display":"Rossi, Mariana"},{"display":"Rost, Jan-Michael","roleDisplay":"VerfasserIn","role":"aut","family":"Rost","given":"Jan-Michael"},{"given":"James","family":"Saal","role":"aut","roleDisplay":"VerfasserIn","display":"Saal, James"},{"role":"aut","display":"Saalmann, Ulf","roleDisplay":"VerfasserIn","given":"Ulf","family":"Saalmann"},{"role":"aut","display":"Sasidhar, Kasturi Narasimha","roleDisplay":"VerfasserIn","given":"Kasturi Narasimha","family":"Sasidhar"},{"family":"Saxena","given":"Alaukik","display":"Saxena, Alaukik","roleDisplay":"VerfasserIn","role":"aut"},{"roleDisplay":"VerfasserIn","display":"Sbailò, Luigi","role":"aut","family":"Sbailò","given":"Luigi"},{"roleDisplay":"VerfasserIn","display":"Scheidgen, Markus","role":"aut","family":"Scheidgen","given":"Markus"},{"given":"Marcel","family":"Schloz","role":"aut","roleDisplay":"VerfasserIn","display":"Schloz, Marcel"},{"given":"Daniel F","family":"Schmidt","role":"aut","display":"Schmidt, Daniel F","roleDisplay":"VerfasserIn"},{"family":"Teshuva","given":"Simon","display":"Teshuva, Simon","roleDisplay":"VerfasserIn","role":"aut"},{"given":"Annette","family":"Trunschke","role":"aut","display":"Trunschke, Annette","roleDisplay":"VerfasserIn"},{"given":"Ye","family":"Wei","role":"aut","display":"Wei, Ye","roleDisplay":"VerfasserIn"},{"role":"aut","roleDisplay":"VerfasserIn","display":"Weikum, Gerhard","given":"Gerhard","family":"Weikum"},{"family":"Xian","given":"R Patrick","display":"Xian, R Patrick","roleDisplay":"VerfasserIn","role":"aut"},{"family":"Yao","given":"Yi","roleDisplay":"VerfasserIn","display":"Yao, Yi","role":"aut"},{"family":"Yin","given":"Junqi","roleDisplay":"VerfasserIn","display":"Yin, Junqi","role":"aut"},{"family":"Zhao","given":"Meng","roleDisplay":"VerfasserIn","display":"Zhao, Meng","role":"aut"},{"roleDisplay":"VerfasserIn","display":"Scheffler, Matthias","role":"aut","family":"Scheffler","given":"Matthias"}],"title":[{"title":"Roadmap on data-centric materials science","title_sort":"Roadmap on data-centric materials science"}],"recId":"1918703205","language":["eng"],"type":{"bibl":"article-journal","media":"Online-Ressource"},"note":["Gesehen am 27.02.2025"]} | ||
| SRT | |a BAUERSTEFAROADMAPOND3202 | ||