@misc{WangXiaLiangetal., author = {Wang, Pu and Xia, Ming and Liang, Owen and Sun, Ke and Cipriano, Aaron F. and Schr{\"o}der, Thomas and Liu, Huinan and Xie, Ya-Hong}, title = {Label-free Neurotransmitter SERS Detection by Graphene-Gold Nanopyramid Heterostructure}, series = {Analytical Chemistry}, volume = {87}, journal = {Analytical Chemistry}, number = {20}, issn = {0003-2700}, doi = {10.1021/acs.analchem.5b01560}, pages = {10255 -- 10261}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Using Hypertree Decomposition for Parallel Constraint Solving}, series = {Informatik 2017, 25.- 29. September 2017 Chemnitz, Deutschland}, journal = {Informatik 2017, 25.- 29. September 2017 Chemnitz, Deutschland}, editor = {Eibl, Maximilian and Gaedke, Martin}, publisher = {Gesellschaft f{\"u}r Informatik e.V. (GI)}, address = {Bonn}, isbn = {978-3-88579-669-5}, doi = {10.18420/in2017 58}, pages = {615 -- 622}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {The Power of Regular Constraints in CSPs}, series = {Informatik 2017, 25.- 29. September 2017 Chemnitz, Deutschland}, journal = {Informatik 2017, 25.- 29. September 2017 Chemnitz, Deutschland}, editor = {Eibl, Maximilian and Gaedke, Martin}, publisher = {Gesellschaft f{\"u}r Informatik e.V. (GI)}, address = {Bonn}, isbn = {978-3-88579-669-5}, doi = {10.18420/in2017 57}, pages = {603 -- 614}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Hypertree Decomposition: The First Step Towards Parallel Constraint Solving}, series = {Declare 2017 - Conference on Declarative Programming}, journal = {Declare 2017 - Conference on Declarative Programming}, editor = {Seipel, Dietmar and Hanus, Michael and Abreu, Salvador}, publisher = {Institute of Computer Science}, address = {W{\"u}rzburg}, pages = {91 -- 103}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {Transformations of CSPs to Regular CSPs}, series = {Programmiersprachen und Grundlagen der Programmierung, 19. Kolloquium, KPS 2017, Weimar, 25.-27. September 2017, Tagungsband}, journal = {Programmiersprachen und Grundlagen der Programmierung, 19. Kolloquium, KPS 2017, Weimar, 25.-27. September 2017, Tagungsband}, publisher = {Friedrich-Schiller-Universit{\"a}t}, address = {Jena}, pages = {127 -- 129}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {Hypertree Decomposition for Constraint programming in Parallel}, series = {Programmiersprachen und Grundlagen der Programmierung, 19. Kolloquium, KPS 2017, Weimar, 25.-27. September 2017, Tagungsband}, journal = {Programmiersprachen und Grundlagen der Programmierung, 19. Kolloquium, KPS 2017, Weimar, 25.-27. September 2017, Tagungsband}, publisher = {Friedrich-Schiller-Universit{\"a}t}, address = {Jena}, pages = {86 -- 89}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {The Regularization of CSPs for Rostering, Planning and Resource Management Problems}, series = {Artificial Intelligence Applications and Innovations - 14th IFIP WG 12.5 International Conference, AIAI 2018, Rhodes, Greece}, journal = {Artificial Intelligence Applications and Innovations - 14th IFIP WG 12.5 International Conference, AIAI 2018, Rhodes, Greece}, editor = {Iliadis, Lazaros S. and Maglogiannis, Ilias and Plagianakos, Vassilis P.}, publisher = {Springer}, address = {Cham}, isbn = {978-3-319-92006-1}, doi = {10.1007/978-3-319-92007-8_18}, pages = {209 -- 218}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Solving the Traveling Tournament Problem with Predefined Vanues by Parallel Constraint Programming}, series = {Mining Intelligence and Knowledge Exploration - 6th International Conference, MIKE 2018, Cluj-Napoca, Romania, 2018}, journal = {Mining Intelligence and Knowledge Exploration - 6th International Conference, MIKE 2018, Cluj-Napoca, Romania, 2018}, editor = {Groza, Adrian and Prasath, Rajendra}, publisher = {Springer International Publishing}, address = {Cham}, isbn = {978-3-030-05917-0}, doi = {10.1007/978-3-030-05918-7_7}, pages = {64 -- 79}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Hypertree Decomposition: The First Step towards Parallel Constraint Solving}, series = {Declarative Programming and Knowledge Management - DECLARE 2017, Unifying INAP, WFLP, and WLP, W{\"u}rzburg, Germany, Revised Selected Papers}, journal = {Declarative Programming and Knowledge Management - DECLARE 2017, Unifying INAP, WFLP, and WLP, W{\"u}rzburg, Germany, Revised Selected Papers}, editor = {Seipel, Dietmar and Hanus, Michael and Abreu, Salvador}, publisher = {Springer}, address = {Heidelberg [u.a.]}, isbn = {978-3-030-00800-0}, doi = {10.1007/978-3-030-00801-7_6}, pages = {81 -- 94}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {Detecting Higly Overlapping Parts in Constraint Satisfaction Problems for Speed-Up}, series = {Deklarative Ans{\"a}tze zur K{\"u}nstlichen Intelligenz - punktuelle Beitr{\"a}ge - Post-Proceedings des 32. Workshops f{\"u}r (Constraint) Logische Programmierung}, journal = {Deklarative Ans{\"a}tze zur K{\"u}nstlichen Intelligenz - punktuelle Beitr{\"a}ge - Post-Proceedings des 32. Workshops f{\"u}r (Constraint) Logische Programmierung}, editor = {John, Ulrich and Hofstedt, Petra and Wolf, Armin}, publisher = {Hochschule f{\"u}r Wirtschaft, Technik und Kultur (htwk)}, address = {Berlin}, pages = {19 -- 24}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Solving the Social Golfers Problem by Constraint Programming in Sequential and Parallel}, series = {Proceedings of the 11th International Conference on Agents and Artificial Intelligence, ICAART 209, Volume 2}, journal = {Proceedings of the 11th International Conference on Agents and Artificial Intelligence, ICAART 209, Volume 2}, editor = {Rocha, Ana Paula and Steels, Luc and Herik, Jaap van den}, publisher = {SciTePress}, isbn = {978-989-758-350-6}, doi = {10.5220/0007252300290039}, pages = {29 -- 39}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {Decomposing Constraint Satisfaction Problems by Means of Meta Constraint Satisfaction Optimization Problems}, series = {Proceedings of the 11th International Conference on Agents and Artificial Intelligence, ICAART 2019}, journal = {Proceedings of the 11th International Conference on Agents and Artificial Intelligence, ICAART 2019}, editor = {Rocha, Ana Paula and Steels, Luc and Herik, Jaap van den}, publisher = {SciTePress}, isbn = {978-989-758-350-6}, doi = {10.5220/0007455907550761}, pages = {755 -- 761}, abstract = {This paper describes a new approach to decompose constraint satisfaction problems (CSPs) using an auxiliary constraint satisfaction optimization problem (CSOP) that detects sub-CSPs which share only few common variables. The purpose of this approach is to find sub-CSPs which can be solved in parallel and combined to a complete solution of the original CSP. Therefore, our decomposition approach has two goals: 1. to evenly balance the workload distribution over all cores and solve the partial CSPs as fast as possible and 2. to minimize the number of shared variables to make the join process of the solutions as fast as possible.}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {A Meta Constraint Satisfaction Optimization Problem for the Optimization of Regular Constraint Satisfaction Problems}, series = {Proceedings of the 11th International Conference on Agents and Artificial Intelligence}, journal = {Proceedings of the 11th International Conference on Agents and Artificial Intelligence}, editor = {Rocha, Ana Paula and Steels, Luc and Herik, Jaap van den}, publisher = {SciTePress}, isbn = {978-989-758-350-6}, doi = {10.5220/0007260204350442}, pages = {435 -- 442}, abstract = {This paper describes a new approach on optimization of regular constraint satisfaction problems (rCSPs) using an auxiliary constraint satisfaction optimization problem (CSOP) that detects areas with a potentially high number of conflicts. The purpose of this approach is to remove conflicts by the combination of regular constraints with intersection and concatenation of their underlying deterministic finite automatons (DFAs). This, eventually, often allows to significantly speed-up the solution process of the original rCSP.}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Social Golfer Problem Revisited}, series = {Agents and Artificial Intelligence - 11th International Conference, {ICAART} 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers}, journal = {Agents and Artificial Intelligence - 11th International Conference, {ICAART} 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers}, editor = {Herik, Jaap van den and Rocha, Ana Paula and Steels, Luc}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-37493-8}, issn = {0302-9743}, doi = {10.1007/978-3-030-37494-5_5}, pages = {72 -- 99}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Exploring Properties of Icosoku by Constraint Satisfaction Approach}, series = {Pre-proceedings of the {DECLARE} 2019 Conference}, journal = {Pre-proceedings of the {DECLARE} 2019 Conference}, editor = {Abreu, Salvador and Hofstedt, Petra and John, Ulrich and Kuchen, Herbert and Seipel, Dietmar}, pages = {7}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {The Regularization of Small Sub-Constraint Satisfaction Problems}, series = {Pre-proceedings of the DECLARE 2019 Conference}, journal = {Pre-proceedings of the DECLARE 2019 Conference}, editor = {Abreu, Salvador and Hofstedt, Petra and John, Ulrich and Kuchen, Herbert and Seipel, Dietmar}, pages = {7}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Solving the Talent Scheduling Problem by Parallel Constraint Programming}, series = {Artificial Intelligence Applications and Innovations - 15th IFIP WG 12.5 International Conference, AIAI 2019}, journal = {Artificial Intelligence Applications and Innovations - 15th IFIP WG 12.5 International Conference, AIAI 2019}, editor = {MacIntyre, John and Maglogiannis, Ilias and Iliadis, Lazaros S. and Pimenidis, Elias}, publisher = {Springer}, isbn = {978-3-030-19822-0}, issn = {1868-4238}, doi = {10.1007/978-3-030-19823-7_19}, pages = {236 -- 244}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Parallel Stochastic Portfolio Search for Constraint Solving}, series = {2019 IEEE Intl Conf on Parallel \& Distributed Processing with Applications, Big Data \& Cloud Computing, Sustainable Computing \& Communications, Social Computing \& Networking (ISPA/BDCloud/SocialCom/SustainCom)}, journal = {2019 IEEE Intl Conf on Parallel \& Distributed Processing with Applications, Big Data \& Cloud Computing, Sustainable Computing \& Communications, Social Computing \& Networking (ISPA/BDCloud/SocialCom/SustainCom)}, publisher = {IEEE}, isbn = {978-1-7281-4328-6}, doi = {10.1109/ISPA-BDCloud-SustainCom-SocialCom48970.2019.00106}, pages = {697 -- 704}, language = {en} } @misc{LiuLoefflerHofstedt, author = {Liu, Ke and L{\"o}ffler, Sven and Hofstedt, Petra}, title = {Exploring Properties of Icosoku by Constraint Satisfaction Approach}, series = {Declarative Programming and Knowledge Management - Conference on Declarative Programming, DECLARE 2019, Unifying INAP, WLP, and WFLP, Revised Selected Papers}, journal = {Declarative Programming and Knowledge Management - Conference on Declarative Programming, DECLARE 2019, Unifying INAP, WLP, and WFLP, Revised Selected Papers}, editor = {Hofstedt, Petra and Abreu, Salvador and John, Ulrich and Kuchen, Herbert and Seipel, Dietmar}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-46713-5}, issn = {0302-9743}, doi = {10.1007/978-3-030-46714-2_7}, pages = {99 -- 105}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {The Regularization of Small Sub-Constraint Satisfaction Problems}, series = {Declarative Programming and Knowledge Management - Conference on Declarative Programming, DECLARE 2019, Unifying INAP, WLP, and WFLP, Revised Selected Papers}, journal = {Declarative Programming and Knowledge Management - Conference on Declarative Programming, DECLARE 2019, Unifying INAP, WLP, and WFLP, Revised Selected Papers}, editor = {Hofstedt, Petra and Abreu, Salvador and John, Ulrich and Kuchen, Herbert and Seipel, Dietmar}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-46713-5}, issn = {0302-9743}, doi = {10.1007/978-3-030-46714-2_8}, pages = {106 -- 115}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {Optimizing Constraint Satisfaction Problems by Regularization for the Sample Case of the Warehouse Location Problem}, series = {KI 2020: Advances in Artificial Intelligence, 43rd German Conference on AI, Bamberg, Germany, September 21-25, 2020}, journal = {KI 2020: Advances in Artificial Intelligence, 43rd German Conference on AI, Bamberg, Germany, September 21-25, 2020}, editor = {Schmid, Ute and Kl{\"u}gl, Franziska and Wolter, Diedrich}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-58284-5}, issn = {0302-9743}, doi = {10.1007/978-3-030-58285-2_26}, pages = {297 -- 304}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {An Introduction of FD-Complete Constraints}, series = {Artificial Intelligence Applications and Innovations : 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5-7, 2020, Proceedings, Part II}, journal = {Artificial Intelligence Applications and Innovations : 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5-7, 2020, Proceedings, Part II}, editor = {Maglogiannis, Ilias and Iliadis, Lazaros S. and Pimenidis, Elias}, publisher = {Springer}, address = {Cham}, isbn = {978-3-030-49185-7}, issn = {1868-4238}, doi = {10.1007/978-3-030-49186-4_3}, pages = {27 -- 38}, language = {en} } @misc{LoefflerLiuHofstedt, author = {L{\"o}ffler, Sven and Liu, Ke and Hofstedt, Petra}, title = {Exploring Properties of the Instant Insanity Puzzle with Constraint Satisfaction Approach}, series = {Proceedings of the 12th International Conference on Agents and Artificial Intelligence, ICAART 2020-(Volume 2), February 22-24, 2020, in Valletta, Malta}, journal = {Proceedings of the 12th International Conference on Agents and Artificial Intelligence, ICAART 2020-(Volume 2), February 22-24, 2020, in Valletta, Malta}, editor = {Rocha, Ana Paula and Steels, Luc and Herik, Jaap van den}, publisher = {SciTePress}, address = {Setubal}, isbn = {978-989-758-395-7}, doi = {10.5220/0008880403310338}, pages = {331 -- 338}, language = {en} } @phdthesis{Liu, author = {Liu, Ke}, title = {Parallel Constraint Solving for Combinatorial Problems}, address = {Cottbus}, doi = {10.26127/BTUOpen-5437}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:co1-opus4-54375}, pages = {179}, language = {en} } @misc{NoiaJuniorStoccaMartreetal., author = {N{\´o}ia-J{\´u}nior, Rog{\´e}rio de S. and Stocca, Valentina and Martre, Pierre and Shelia, Vakhtang and Deswarte, Jean-Charles and Cohan, Jean-Pierre and Piquemal, Beno{\^i}t and Dutertre, Alain and Slafer, Gustavo A. and Zhang, Zhentao and Van Der Velde, Marijn and Kim, Yean-Uk and Webber, Heidi and Ewert, Frank and Palosuo, Taru and Liu, Ke and Harrison, Matthew Tom and Hoogenboom, Gerrit and Asseng, Senthold}, title = {Enabling modeling of waterlogging impact on wheat}, series = {Field crops research}, volume = {333}, journal = {Field crops research}, publisher = {Elsevier BV}, address = {Amsterdam}, issn = {0378-4290}, doi = {10.1016/j.fcr.2025.110090}, pages = {1 -- 13}, abstract = {Most crop simulation models do not consider the effect of waterlogging despite its importance for crop performance. Here, we reviewed the impact of waterlogging during different wheat phenological stages on grain number per unit area, average grain size, and grain yield. Episodes of waterlogging from the onset of tillering to anthesis result in fewer, and during grain filling in lighter grains. To simulate such impacts, we implemented a new waterlogging module into the wheat crop simulation model DSSAT-NWheat, accounting for the effects of waterlogging on wheat root growth, biomass growth, and potential average grain size. The model incorporating the new waterlogging routine was tested using data from a controlled experiment, and it reasonably reproduced wheat yield responses to pre-anthesis waterlogging. A sensitivity analysis showed that the simulated impact of waterlogging on above ground biomass and roots, as well as leaf area index, grain number, and grain yield varied with phenological stages. The simulated crop was most sensitive to pre-anthesis waterlogging, consistent with experimental studies. The new waterlogging-enabled crop model is an initial attempt to consider the impact of excess rainfall and waterlogging on crop growth and final grain yield to reduce model uncertainties when projecting climate change impacts with increasing rainfall intensity.}, language = {en} }