Full List of Publications with a The World Avatar theme.
Number of publications listed in category: 922024
Knowledge graph representation of zeolitic crystalline materials
Aleksandar Kondinski, Pavlo Rutkevych, Laura Pascazio, Dan N. Tran, Feroz Farazi, Srishti Ganguly, and Markus Kraft, Digital Discovery 3, 2070-2084, (2024).
Simon D. Rihm, Yong Ren Tan, Wilson Ang, Hou Yee Quek, Xinhong Deng, Michael Teguh Laksana, Jiaru Bai, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Nexus 1(3), 100031, (2024).
Urban Vulnerability Assessment of Sea Level Rise in Singapore through the World Avatar
Shin Zert Phua, Kok Foong Lee, Yi-Kai Tsai, Srishti Ganguly, Jingya Yan, Sebastian Mosbach, Trina Ng, Aurel Moise, Benjamin P. Horton, and Markus Kraft, Applied Science 14(17), 7815, (2024).
Fostering urban resilience and accessibility in cities: A dynamic knowledge graph approach
Shin Zert Phua, Markus Hofmeister, Yi-Kai Tsai, Oisín Peppard, Kok Foong Lee, Seán Courtney, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Sustainable Cities and Society 113, 105708, (2024).
Question-answering system for combustion kinetics
Laura Pascazio, Dan N. Tran, Simon D. Rihm, Jiaru Bai, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Proceedings of the Combustion Institute 40, 105428, (2024).
Markus Hofmeister, Kok Foong Lee, Yi-Kai Tsai, Magnus Müller, Karthik Nagarajan, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Energy and AI 17, 100376, (2024).
Dynamic knowledge graph approach for modelling the decarbonisation of power systems
Wanni Xie, Feroz Farazi, John Atherton, Jiaru Bai, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Energy and AI 17, 100359, (2024).
Semantic agent framework for automated flood assessment using dynamic knowledge graphs
Markus Hofmeister, Jiaru Bai, George Brownbridge, Sebastian Mosbach, Kok Foong Lee, Feroz Farazi, Michael Hillman, Mehal Agarwal, Srishti Ganguly, Jethro Akroyd, and Markus Kraft, Data-Centric Engineering 5, 14, (2024).
The digital lab manager: Automating research support
Simon D. Rihm, Yong Ren Tan, Wilson Ang, Markus Hofmeister, Xinhong Deng, Michael Teguh Laksana, Hou Yee Quek, Jiaru Bai, Laura Pascazio, Sim Chun Siong, Jethro Akroyd, Sebastian Mosbach, and Markus Kraft, SLAS Technology 29(3), 100135, (2024).
Dynamic knowledge graph applications for augmented built environments through ‘‘The World Avatar’’
Hou Yee Quek, Markus Hofmeister, Simon D. Rihm, Jingya Yan, Jiawei Lai, George Brownbridge, Michael Hillman, Sebastian Mosbach, Wilson Ang, Yi-Kai Tsai, Dan N. Tran, Soon Kang, William Tan, and Markus Kraft, Journal of Building Engineering 91, 109507, (2024).
Hacking decarbonization with a community-operated CreatorSpace
Aleksandar Kondinski, Sebastian Mosbach, Jethro Akroyd, Andrew Breeson, Yong Ren Tan, Simon D. Rihm, Jiaru Bai, and Markus Kraft, Chem 10(4), 1071-1083, (2024).
A nuclear future? Small Modular Reactors in a carbon tax-driven transition to clean energy
Wanni Xie, John Atherton, Jiaru Bai, Feroz Farazi, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Applied Energy 364, 123128, (2024).
Leveraging Text-to-Text Pretrained Language Models for Question Answering in Chemistry
Dan N. Tran, Laura Pascazio, Jethro Akroyd, Sebastian Mosbach, and Markus Kraft, ACS Omega 9(12), 13883-13896, (2024).
Transforming research laboratories with connected digital twins
Simon D. Rihm, Jiaru Bai, Aleksandar Kondinski, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Nexus 1(1), 100004, (2024).
Andreas Eibeck, Shaocong Zhang, Mei Qi Lim, and Markus Kraft, Journal of Web Semantics 80, 100815, (2024).
A dynamic knowledge graph approach to distributed self-driving laboratories
Jiaru Bai, Sebastian Mosbach, Connor J. Taylor, Dogancan Karan, Kok Foong Lee, Simon D. Rihm, Jethro Akroyd, Alexei A. Lapkin, and Markus Kraft, Nature Communications 15, 462, (2024).
Thorsten Jelinek, Amit Bhave, Nicolas Buchoud, Michael M Bühler, Patrick Glauner, Oliver R. Inderwildi, Markus Kraft, Charles Mok, Konrad Nübel, and Axel Voss, IEEE Transactions on Industrial Cyber-Physical Systems 2, 26-34, (2024).
A derived information framework for a dynamic knowledge graph and its application to smart cities
Jiaru Bai, Kok Foong Lee, Markus Hofmeister, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Future Generation Computer Systems 152, 112-126, (2024).
Cross-domain flood risk assessment for smart cities using dynamic knowledge graphs
Markus Hofmeister, George Brownbridge, Michael Hillman, Sebastian Mosbach, Jethro Akroyd, Kok Foong Lee, and Markus Kraft, Sustainable Cities and Society 101, 105113, (2024).
2023
Chemical Species Ontology for Data Integration and Knowledge Discovery
Laura Pascazio, Simon D. Rihm, Ali Naseri, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Journal of Chemical Information and Modeling 63(21), 6569-6586, (2023).
Semantic 3D city interfaces - Intelligent interactions on dynamic geospatial knowledge graphs
Arkadiusz Chadzynski, Shiying Li, Ayda Grišiūtė, Jefferson Chua, Markus Hofmeister, Jingya Yan, Huay Yi Tai, Emily Lloyd, Yi-Kai Tsai, Mehal Agarwal, Jethro Akroyd, Pieter Herthogs, and Markus Kraft, Data-Centric Engineering 4, 20, (2023).
British imbalance market paradox: Variable renewable energy penetration in energy markets
John Atherton, Markus Hofmeister, Sebastian Mosbach, Jethro Akroyd, Feroz Farazi, and Markus Kraft, Renewable and Sustainable Energy Reviews 185, 113591, (2023).
Marie and BERT ─ A Knowledge Graph Embedding Based Question Answering System for Chemistry
Xiaochi Zhou, Shaocong Zhang, Mehal Agarwal, Jethro Akroyd, Sebastian Mosbach, and Markus Kraft, ACS Omega 8(36), 33039-33057, (2023).
British wind farm ESS attachments: curtailment reduction vs. price arbitrage
John Atherton, Jethro Akroyd, Feroz Farazi, Sebastian Mosbach, Mei Qi Lim, and Markus Kraft, Energy & Environmental Science 16, 4020-4040, (2023).
Heidi Silvennoinen, Arkadiusz Chadzynski, Feroz Farazi, Ayda Grišiūtė, Zhongming Shi, Aurel von Richthofen, Stephen Cairns, Markus Kraft, Martin Raubal, and Pieter Herthogs, Journal of Urban Management 12(2), 151-167, (2023).
Hou Yee Quek, Franziska Sielker, Jethro Akroyd, Amit Bhave, Aurel von Richthofen, Pieter Herthogs, Claudia Yamu, Li Wan, Timea Nochta, Gemma Burgess, Mei Qi Lim, Sebastian Mosbach, and Markus Kraft, Data & Policy 5, 6, (2023).
Fully Automated Kinetic Models Extend our Understanding of Complex Reaction Mechanisms
Simon D. Rihm, Jiaru Bai, Laura Pascazio, and Markus Kraft, Chemie Ingenieur Technik 95(5), 740-748, (2023).
OntoPESScan: An Ontology for Potential Energy Surface Scans
Angiras Menon, Laura Pascazio, Daniel Nurkowski, Feroz Farazi, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, ACS Omega 8(2), 2462-2475, (2023).
Defining archetypes of mixed-use developments using Google Maps API data
Zhongming Shi, Heidi Silvennoinen, Arkadiusz Chadzynski, Aurel von Richthofen, Markus Kraft, Stephen Cairns, and Pieter Herthogs, Environment and Planning B: Urban Analytics and City Science 50(6), 1607-1623, (2023).
Knowledge Engineering in Chemistry: From Expert Systems to Agents of Creation
Aleksandar Kondinski, Jiaru Bai, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Accounts of Chemical Research 56(2), 128-139, (2023).
2022
Automated Rational Design of Metal-Organic Polyhedra
Aleksandar Kondinski, Angiras Menon, Daniel Nurkowski, Feroz Farazi, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Journal of the American Chemical Society 144(26), 11713-11728, (2022).
Universal Digital Twin: Integration of national-scale energy systems and climate data
Tom Savage, Jethro Akroyd, Sebastian Mosbach, Nenad Krdzavac, Michael Hillman, and Markus Kraft, Data-Centric Engineering 3, 23, (2022).
Question answering system for chemistry - A semantic agent extension
Xiaochi Zhou, Daniel Nurkowski, Angiras Menon, Jethro Akroyd, Sebastian Mosbach, and Markus Kraft, Digital Chemical Engineering 3, 100032, (2022).
Blockchain Technology in the Chemical Industry
Xiaochi Zhou and Markus Kraft, Annual Review of Chemical and Biomolecular Engineering 13, 347-371, (2022).
Universal Digital Twin: Land use
Jethro Akroyd, Zachary Harper, David N.L. Soutar, Feroz Farazi, Amit Bhave, Sebastian Mosbach, and Markus Kraft, Data-Centric Engineering 3, 3, (2022).
Semantic 3D City Agents - An intelligent automation for dynamic geospatial knowledge graphs
Arkadiusz Chadzynski, Shiying Li, Ayda Grišiūtė, Feroz Farazi, Casper Lindberg, Sebastian Mosbach, Pieter Herthogs, and Markus Kraft, Energy and AI 8, 100137, (2022).
From Platform to Knowledge Graph: Evolution of Laboratory Automation
Jiaru Bai, Liwei Cao, Sebastian Mosbach, Jethro Akroyd, Alexei A. Lapkin, and Markus Kraft, JACS Au 2(2), 292-309, (2022).
Embedding Energy Storage Systems into a Dynamic Knowledge Graph
Laura Ong, Gourab Karmakar, John Atherton, Xiaochi Zhou, Mei Qi Lim, Arkadiusz Chadzynski, Lanyu Li, Xiaonan Wang, and Markus Kraft, Industrial & Engineering Chemistry Research 61(24), 8390-8398, (2022).
Semantic City Planning Systems (SCPS): A Literature Review
Aurel von Richthofen, Pieter Herthogs, Markus Kraft, and Stephen Cairns, Journal of Planning Literature 37(3), 415-432, (2022).
Markus Hofmeister, Sebastian Mosbach, Jörg Hammacher, Martin Blum, Gerd Röhrig, Christoph Dörr, Volker Flegel, Amit Bhave, and Markus Kraft, Applied Energy 305, 117877, (2022).
Universal Digital Twin – the impact of heat pumps on social inequality
Tom Savage, Jethro Akroyd, Sebastian Mosbach, Michael Hillman, Franziska Sielker, and Markus Kraft, Advances in Applied Energy 5, 100079, (2022).
ElChemo: A cross-domain interoperability between chemical and electrical systems in a plant
Aravind Devanand, Gourab Karmakar, Nenad Krdzavac, Feroz Farazi, Mei Qi Lim, Eddy Y.S. Foo, Iftekhar A. Karimi, and Markus Kraft, Computers & Chemical Engineering 156, 107556, (2022).
2021
Universal Digital Twin - A Dynamic Knowledge Graph
Jethro Akroyd, Sebastian Mosbach, Amit Bhave, and Markus Kraft, Data-Centric Engineering 2, 14, (2021).
Predicting Power Conversion Efficiency of Organic Photovoltaics: Models and Data Analysis
Andreas Eibeck, Daniel Nurkowski, Angiras Menon, Jiaru Bai, Jinkui Wu, Li Zhou, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, ACS Omega 6(37), 23764-23775, (2021).
Question Answering System for Chemistry
Xiaochi Zhou, Daniel Nurkowski, Sebastian Mosbach, Jethro Akroyd, and Markus Kraft, Journal of Chemical Information and Modeling 61(8), 3868-3880, (2021).
Semantic 3D City Database - An enabler for a dynamic geospatial knowledge graph
Arkadiusz Chadzynski, Nenad Krdzavac, Feroz Farazi, Mei Qi Lim, Shiying Li, Ayda Grišiūtė, Pieter Herthogs, Aurel von Richthofen, Stephen Cairns, and Markus Kraft, Energy and AI 6, 100106, (2021).
How does a carbon tax affect Britain’s power generation composition?
John Atherton, Wanni Xie, Leonardus Kevin Aditya, Xiaochi Zhou, Gourab Karmakar, Jethro Akroyd, Sebastian Mosbach, Mei Qi Lim, and Markus Kraft, Applied Energy 298, 117117, (2021).
Jiaru Bai, Rory M Geeson, Feroz Farazi, Sebastian Mosbach, Jethro Akroyd, Eric J. Bringley, and Markus Kraft, Journal of Chemical Information and Modeling 61(4), 1701-1717, (2021).
Game theory-based renewable multi-energy system design and subsidy strategy optimization
Zuming Liu, Shukun Wang, Mei Qi Lim, Markus Kraft, and Xiaonan Wang, Advances in Applied Energy 2, 100024, (2021).
2020
Multiscale Cross-Domain Thermochemical Knowledge-Graph
Sebastian Mosbach, Angiras Menon, Feroz Farazi, Nenad Krdzavac, Xiaochi Zhou, Jethro Akroyd, and Markus Kraft, Journal of Chemical Information and Modeling 60(12), 6155-6166, (2020).
Jinkui Wu, Shihui Wang, Li Zhou, Xu Ji, Yiyang Dai, Yagu Dang, and Markus Kraft, Industrial & Engineering Chemistry Research 59(42), 18991-19000, (2020).
Zuming Liu, Mei Qi Lim, Markus Kraft, and Xiaonan Wang, AIChE Journal 66(12), 17039, (2020).
Knowledge Graph Approach to Combustion Chemistry and Interoperability
Feroz Farazi, Maurin Salamanca, Sebastian Mosbach, Jethro Akroyd, Andreas Eibeck, Leonardus Kevin Aditya, Arkadiusz Chadzynski, Kang Pan, Xiaochi Zhou, Shaocong Zhang, Mei Qi Lim, and Markus Kraft, ACS Omega 5(29), 18342-18348, (2020).
A Parallel World Framework for scenario analysis in knowledge graphs
Andreas Eibeck, Arkadiusz Chadzynski, Mei Qi Lim, Leonardus Kevin Aditya, Laura Ong, Aravind Devanand, Gourab Karmakar, Sebastian Mosbach, Raymond Lau, Iftekhar A. Karimi, Eddy Y.S. Foo, and Markus Kraft, Data-Centric Engineering 1, 6, (2020).
Deep kernel learning approach to engine emissions modeling
Changmin Yu, Marko Seslija, George Brownbridge, Sebastian Mosbach, Markus Kraft, Mohammad Parsi, Mark Davis, Vivian Page, and Amit Bhave, Data-Centric Engineering 1, 4, (2020).
OntoPowSys: A power system ontology for cross domain interactions in an eco industrial park
Aravind Devanand, Gourab Karmakar, Nenad Krdzavac, Rémy Rigo-Mariani, Eddy Y.S. Foo, Iftekhar A. Karimi, and Markus Kraft, Energy and AI 1, 100008, (2020).
Xiaochi Zhou, Mei Qi Lim, and Markus Kraft, Computers & Chemical Engineering 139, 106896, (2020).
J‐Park Simulator: Knowledge Graph for Industry 4.0
Markus Kraft and Andreas Eibeck, Chemie Ingenieur Technik 92(7), 967-977, (2020).
Linking reaction mechanisms and quantum chemistry: An ontological approach
Feroz Farazi, Nenad Krdzavac, Jethro Akroyd, Sebastian Mosbach, Angiras Menon, Daniel Nurkowski, and Markus Kraft, Computers & Chemical Engineering 137, 106813, (2020).
The impact of intelligent cyber-physical systems on the decarbonization of energy
Oliver R. Inderwildi, Chuan Zhang, Xiaonan Wang, and Markus Kraft, Energy & Environmental Science 13(3), 744-771, (2020).
OntoKin: An Ontology for Chemical Kinetic Reaction Mechanisms
Feroz Farazi, Jethro Akroyd, Sebastian Mosbach, Philipp Buerger, Daniel Nurkowski, Maurin Salamanca, and Markus Kraft, Journal of Chemical Information and Modeling 60(1), 108-120, (2020).
A Combined Cycle Gas Turbine Model for Heat and Power Dispatch Subject to Grid Constraints
Rémy Rigo-Mariani, Chuan Zhang, Alessandro Romagnoli, Markus Kraft, K. V. Ling, and Jan M. Maciejowski, IEEE Transactions on Sustainable Energy 11(1), 448-456, (2020).
2019
J-Park Simulator: An ontology-based platform for cross-domain scenarios in process industry
Andreas Eibeck, Mei Qi Lim, and Markus Kraft, Computers & Chemical Engineering 131, 106586, (2019).
An agent composition framework for the J-Park Simulator - A knowledge graph for the process industry
Xiaochi Zhou, Andreas Eibeck, Mei Qi Lim, Nenad Krdzavac, and Markus Kraft, Computers & Chemical Engineering 130, 106577, (2019).
From database to knowledge graph - using data in chemistry
Angiras Menon, Nenad Krdzavac, and Markus Kraft, Current Opinion in Chemical Engineering 26, 33-37, (2019).
Research advances towards large-scale solar hydrogen production from water
Guanyu Liu, Yuan Sheng, Joel W. Ager, Markus Kraft, and Rong Xu, EnergyChem 1(2), 100014, (2019).
An Ontology and Semantic Web Service for Quantum Chemistry Calculations
Nenad Krdzavac, Sebastian Mosbach, Daniel Nurkowski, Philipp Buerger, Jethro Akroyd, Jacob W. Martin, Angiras Menon, and Markus Kraft, Journal of Chemical Information and Modeling 59(7), 3154-3165, (2019).
Janusz Sikorski, Oliver R. Inderwildi, Mei Qi Lim, Sushant S. Garud, Johannes Neukäufer, and Markus Kraft, Industrial & Engineering Chemistry Research 58(8), 3072-3081, (2019).
Xiang Kan, Xiaoping Chen, Ye Shen, Alexei A. Lapkin, Markus Kraft, and Chi-Hwa Wang, Applied Energy 242, 1549-1561, (2019).
Optimal site selection for modular nuclear power plants
Aravind Devanand, Iftekhar A. Karimi, and Markus Kraft, Computers & Chemical Engineering 125, 339-350, (2019).
2018
Evaluating smart sampling for constructing multidimensional surrogate models
Sushant S. Garud, Iftekhar A. Karimi, George Brownbridge, and Markus Kraft, Computers & Chemical Engineering 108, 276-288, (2018).
Khamila Nurul Khaqqi, Janusz Sikorski, Kunn Hadinoto, and Markus Kraft, Applied Energy 209, 8-19, (2018).
LEAPS2: Learning based Evolutionary Assistive Paradigm for Surrogate Selection
Sushant S. Garud, Iftekhar A. Karimi, and Markus Kraft, Computers & Chemical Engineering 119, 352-370, (2018).
An ontology framework towards decentralized information management for eco-industrial parks
Li Zhou, Chuan Zhang, Iftekhar A. Karimi, and Markus Kraft, Computers & Chemical Engineering 118, 49-63, (2018).
2017
A big data framework to validate thermodynamic data for chemical species
Philipp Buerger, Jethro Akroyd, Jacob W. Martin, and Markus Kraft, Combustion and Flame 176, 584-591, (2017).
Outlier analysis for a silicon nanoparticle population balance model
Sebastian Mosbach, William J. Menz, and Markus Kraft, Combustion and Flame 177, 89-97, (2017).
Blockchain technology in the chemical industry: Machine-to-machine electricity market
Janusz Sikorski, Joy Haughton, and Markus Kraft, Applied Energy 195, 234-246, (2017).
Design of Computer Experiments: A Review
Sushant S. Garud, Iftekhar A. Karimi, and Markus Kraft, Computers & Chemical Engineering 106, 71-95, (2017).
J-Park Simulator: Roadmap to Smart Eco-Industrial Parks
Martin J. Kleinelanghorst, Li Zhou, Janusz Sikorski, Eddy FooYi Shyh, Leonardus Kevin Aditya, Sebastian Mosbach, Iftekhar A. Karimi, Raymond Lau, and Markus Kraft, Proceedings of the Second International Conference on Internet of Things, Data and Cloud Computing (ICC '17) 107, 1-10, (2017).
Li Zhou, Ming Pan, Janusz Sikorski, Sushant S. Garud, Leonardus Kevin Aditya, Martin J. Kleinelanghorst, Iftekhar A. Karimi, and Markus Kraft, Applied Energy 204, 1284-1298, (2017).
Smart Sampling Algorithm for Surrogate Model Development
Sushant S. Garud, Iftekhar A. Karimi, and Markus Kraft, Computers & Chemical Engineering 96, 103-114, (2017).
2016
Ming Pan, Janusz Sikorski, Jethro Akroyd, Sebastian Mosbach, Raymond Lau, and Markus Kraft, Applied Energy 175, 305-323, (2016).
Parameterisation of a biodiesel plant process flow sheet model
Janusz Sikorski, George Brownbridge, Sushant S. Garud, Sebastian Mosbach, Iftekhar A. Karimi, and Markus Kraft, Computers & Chemical Engineering 95, 108-122, (2016).
2015
Influence of experimental observations on n-propylbenzene kinetic parameter estimates
Sebastian Mosbach and Markus Kraft, Proceedings of the Combustion Institute 35, 357-365, (2015).
Applying Industry 4.0 to the Jurong Island Eco-industrial Park
Ming Pan, Janusz Sikorski, Catharine A. Kastner, Jethro Akroyd, Sebastian Mosbach, Raymond Lau, and Markus Kraft, Energy Procedia 75, 1536-1541, (2015).
2014
Bayesian Error Propagation for a Kinetic Model of n-Propylbenzene Oxidation in a Shock Tube
Sebastian Mosbach, Je Hyeong Hong, George Brownbridge, Markus Kraft, S. Gudiyella, and K. Brezinsky, International Journal of Chemical Kinetics 46(7), 389-404, (2014).
2012
The semantics of Chemical Markup Language (CML) for computational chemistry: CompChem
Weerapong Phadungsukanan, Markus Kraft, Joe Townsend, and Peter Murray-Rust, Journal of Cheminformatics 4, 15, (2012).
Sebastian Mosbach, Andreas Braumann, Peter L.W. Man, Catharine A. Kastner, George Brownbridge, and Markus Kraft, Combustion and Flame 159, 1303-1313, (2012).
2010
Parameter estimation in a multidimensional granulation model
Andreas Braumann, Markus Kraft, and Paul R. Mort, Powder Technology 197, 196-210, (2010).
Incorporating experimental uncertainties into multivariate granulation modelling
Andreas Braumann and Markus Kraft, Chemical Engineering Science 65, 1088-1100, (2010).
Resolving conflicting parameter estimates in multivariate population balance models
Peter L.W. Man, Andreas Braumann, and Markus Kraft, Chemical Engineering Science 65, 4038-4045, (2010).
The future of computational modelling in reaction engineering
Markus Kraft and Sebastian Mosbach, Philosophical Transactions 368, 3633-3644, (2010).