نتائج البحث - "Göttl, Quirin"

1

Report

Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge

المؤلفون: Göttl, Quirin, Pirnay, Jonathan, Burger, Jakob, Grimm, Dominik G.

مصطلحات موضوعية: Computer Science - Machine Learning

URL الوصول: http://arxiv.org/abs/2310.06415

View record in Arxiv

2

Report

Policy-Based Self-Competition for Planning Problems

المؤلفون: Pirnay, Jonathan, Göttl, Quirin, Burger, Jakob, Grimm, Dominik Gerhard

المصدر: The Eleventh International Conference on Learning Representations, 2023

مصطلحات موضوعية: Computer Science - Machine Learning

URL الوصول: http://arxiv.org/abs/2306.04403

View record in Arxiv

3

Report

Convex Envelope Method for determining liquid multi-phase equilibria in systems with arbitrary number of components

المؤلفون: Göttl, Quirin, Pirnay, Jonathan, Grimm, Dominik G., Burger, Jakob

مصطلحات موضوعية: Physics - Chemical Physics

URL الوصول: http://arxiv.org/abs/2304.12025

View record in Arxiv

4

Academic Journal

Deep reinforcement learning enables conceptual design of processes for separating azeotropic mixtures without prior knowledge

المؤلفون: Göttl, Quirin, Pirnay, Jonathan, Burger, Jakob, Grimm, Dominik G.

المساهمون: German Research Foundation

المصدر: Computers & Chemical Engineering ; volume 194, page 108975 ; ISSN 0098-1354

الاتاحة: https://doi.org/10.1016/j.compchemeng.2024.108975
https://api.elsevier.com/content/article/PII:S0098135424003934?httpAccept=text/xml
https://api.elsevier.com/content/article/PII:S0098135424003934?httpAccept=text/plain

View record in BASE

5

Report

Automated Synthesis of Steady-State Continuous Processes using Reinforcement Learning

المؤلفون: Göttl, Quirin, Grimm, Dominik G., Burger, Jakob

مصطلحات موضوعية: Computer Science - Computational Engineering, Finance, and Science, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

URL الوصول: http://arxiv.org/abs/2101.04422

View record in Arxiv

6

Electronic Resource

Automated Flowsheet Synthesis via Reinforcement Learning and piece-wise linear thermodynamic Models

Additional Titles: Automatisierte Fließbildsynthese via Reinforcement Learning und linearisierter thermodynamischer Modelle

المؤلفون: Burger, Jakob (Prof. Dr.), Burger, Jakob (Prof. Dr.);Grimm, Dominik (Prof. Dr.);Schweidtmann, Artur (Prof. Dr.), Göttl, Quirin

مصطلحات الفهرس: info:eu-repo/classification/ddc/660, Chemische Verfahrenstechnik, Reinforcement Learning, Process Simulation, Reinforcement Learning, Prozess Simulation, thesis, doc-type:doctoralThesis

URL: https://mediatum.ub.tum.de/1725064
https://mediatum.ub.tum.de/doc/1725064/document.pdf
http://nbn-resolving.de/urn:nbn:de:bvb:91-diss-20240503-1725064-1-5

View record in OAIster

7

Academic Journal

Automated Flowsheet Synthesis Using Hierarchical Reinforcement Learning: Proof of Concept

المؤلفون: Göttl, Quirin, Tönges, Yannic, Grimm, Dominik G., Burger, Jakob

المصدر: Chemie Ingenieur Technik ; volume 93, issue 12, page 2010-2018 ; ISSN 0009-286X 1522-2640

الاتاحة: http://dx.doi.org/10.1002/cite.202100086
https://onlinelibrary.wiley.com/doi/pdf/10.1002/cite.202100086
https://onlinelibrary.wiley.com/doi/full-xml/10.1002/cite.202100086

View record in BASE

8

Dissertation/ Thesis

Automated Flowsheet Synthesis via Reinforcement Learning and piece-wise linear thermodynamic Models ; Automatisierte Fließbildsynthese via Reinforcement Learning und linearisierter thermodynamischer Modelle

المؤلفون: Göttl, Quirin

المساهمون: Burger, Jakob (Prof. Dr.), Grimm, Dominik (Prof. Dr.), Schweidtmann, Artur (Prof. Dr.)

مصطلحات موضوعية: info:eu-repo/classification/ddc/660, Chemische Verfahrenstechnik, Reinforcement Learning, Process Simulation, Prozess Simulation

وصف الملف: application/pdf

Relation: https://mediatum.ub.tum.de/1725064; https://mediatum.ub.tum.de/doc/1725064/document.pdf; http://nbn-resolving.de/urn:nbn:de:bvb:91-diss-20240503-1725064-1-5

الاتاحة: https://mediatum.ub.tum.de/1725064
https://mediatum.ub.tum.de/doc/1725064/document.pdf
http://nbn-resolving.de/urn:nbn:de:bvb:91-diss-20240503-1725064-1-5

View record in BASE

9

Academic Journal

Multiple Solutions When Fitting Excess Gibbs Energy Models and Implications for Process Simulation

المؤلفون: Vasiliu, Dan, Göttl, Quirin, Bröcker, Sönke, Burger, Jakob

مصطلحات موضوعية: info:eu-repo/classification/ddc

وصف الملف: application/pdf

Relation: https://mediatum.ub.tum.de/1624372; https://mediatum.ub.tum.de/doc/1624372/document.pdf

الاتاحة: https://mediatum.ub.tum.de/1624372
https://mediatum.ub.tum.de/doc/1624372/document.pdf
https://doi.org/10.1002/cite.202000162

View record in BASE

10

Book

Using Reinforcement Learning in a Game-like Setup for Automated Process Synthesis without Prior Process Knowledge

المؤلفون: Göttl, Quirin, Grimm, Dominik G., Burger, Jakob

مصطلحات موضوعية: info:eu-repo/classification/ddc

Relation: https://mediatum.ub.tum.de/1684664

الاتاحة: https://mediatum.ub.tum.de/1684664
https://doi.org/10.1016/b978-0-323-85159-6.50259-1

View record in BASE

11

Policy-Based Self-Competition for Planning Problems

المؤلفون: Pirnay, Jonathan, Göttl, Quirin, Burger, Jakob, Grimm, Dominik G.

مصطلحات موضوعية: ddc, reinforcement learning, alphazero, self-competition, self-critical, gumbel, mcts

وصف الملف: application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=od_______518::b69fa28769d777677b97e75fd2aac902
https://mediatum.ub.tum.de/1700589

View record in OpenAIRE

12

Book

Automated Process Synthesis Using Reinforcement Learning

المؤلفون: Göttl, Quirin, Grimm, Dominik, Burger, Jakob

مصطلحات موضوعية: info:eu-repo/classification/ddc

Relation: https://mediatum.ub.tum.de/1621725

الاتاحة: https://mediatum.ub.tum.de/1621725
https://doi.org/10.1016/b978-0-323-88506-5.50034-6

View record in BASE

13

Deep Reinforcement Learning Enables Conceptual Design of Processes for Separating Azeotropic Mixtures Without Prior Knowledge

المؤلفون: Göttl, Quirin, Pirnay, Jonathan, Burger, Jakob, Grimm, Dominik G.

الاتاحة: http://dx.doi.org/10.2139/ssrn.4776784

View record in BASE

14

Academic Journal

Automated synthesis of steady-state continuous processes using reinforcement learning.

المؤلفون: Göttl, Quirin, Grimm, Dominik G., Burger, Jakob

المصدر: Frontiers of Chemical Science & Engineering; Feb2022, Vol. 16 Issue 2, p288-302, 15p

15

Academic Journal

Multiple Solutions When Fitting Excess Gibbs Energy Models and Implications for Process Simulation.

المؤلفون: Vasiliu, Dan, Göttl, Quirin, Bröcker, Sönke, Burger, Jakob

المصدر: Chemie Ingenieur Technik (CIT); Mar2021, Vol. 93 Issue 3, p490-496, 7p

مصطلحات موضوعية: VAPOR-liquid equilibrium, CHEMICAL systems, PHASE equilibrium, ACTIVITY coefficients

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