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To breach the gap between the immense promises we see in RL and the applicability in complex engineering systems, the main challenges are the massive requirements in terms of the training data, as well as the lack of performance guarantees. We present a solution for the first issue using a data-driven surrogate model in the form of a convolutional LSTM with actuation. We demonstrate that learning an actuated model in parallel to training the RL agent significantly reduces the total amount of required data sampled from the real system. Furthermore, we show that iteratively updating the model is of major importance to avoid biases in the RL training. Detailed ablation studies reveal the most important ingredients of the modeling process. We use the chaotic Kuramoto-Sivashinsky equation do demonstarte our findings.","lang":"eng"}],"status":"public","publication":"arXiv:2302.07160","type":"preprint","language":[{"iso":"eng"}],"external_id":{"arxiv":["2302.07160"]},"_id":"42160","department":[{"_id":"655"}],"user_id":"47427","year":"2023","citation":{"chicago":"Werner, Stefan, and Sebastian Peitz. “Learning a Model Is Paramount for Sample Efficiency in Reinforcement  Learning Control of PDEs.” <i>ArXiv:2302.07160</i>, 2023.","ieee":"S. Werner and S. Peitz, “Learning a model is paramount for sample efficiency in reinforcement  learning control of PDEs,” <i>arXiv:2302.07160</i>. 2023.","ama":"Werner S, Peitz S. Learning a model is paramount for sample efficiency in reinforcement  learning control of PDEs. <i>arXiv:230207160</i>. 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(2023). <i>Improving students’ attitudes towards peers with special needs: Results from an intervention study. Symposium “Chances and challenges in diverse classrooms” (Sepideh Hassani &#38; Marwin Felix Loeper). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. “Education as a Hope in Uncertain Times.”</i>","ama":"Löper MF, Görel G, Hellmich F. Improving students’ attitudes towards peers with special needs: Results from an intervention study. Symposium “Chances and challenges in diverse classrooms” (Sepideh Hassani &#38; Marwin Felix Loeper). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. “Education as a Hope in Uncertain Times.” In: Aristotle University of Thessaloniki/University of Macedonia; 2023.","chicago":"Löper, Marwin Felix, Gamze Görel, and Frank Hellmich. “Improving Students’ Attitudes towards Peers with Special Needs: Results from an Intervention Study. Symposium ‘Chances and Challenges in Diverse Classrooms’ (Sepideh Hassani &#38; Marwin Felix Loeper). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. ‘Education as a Hope in Uncertain Times.’” Thessaloniki, Greece: Aristotle University of Thessaloniki/University of Macedonia, 2023.","ieee":"M. F. Löper, G. Görel, and F. Hellmich, “Improving students’ attitudes towards peers with special needs: Results from an intervention study. Symposium ‘Chances and challenges in diverse classrooms’ (Sepideh Hassani &#38; Marwin Felix Loeper). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. ‘Education as a Hope in Uncertain Times,’” 2023."},"date_updated":"2023-02-20T16:49:12Z","publisher":"Aristotle University of Thessaloniki/University of Macedonia","date_created":"2023-02-20T14:11:03Z","author":[{"id":"26693","full_name":"Löper, Marwin Felix","last_name":"Löper","first_name":"Marwin Felix"},{"first_name":"Gamze","last_name":"Görel","full_name":"Görel, Gamze","id":"13345"},{"first_name":"Frank","last_name":"Hellmich","full_name":"Hellmich, Frank","id":"26282"}],"title":"Improving students’ attitudes towards peers with special needs: Results from an intervention study. Symposium \"Chances and challenges in diverse classrooms\" (Sepideh Hassani & Marwin Felix Loeper). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. \"Education as a Hope in Uncertain Times\"","type":"conference","status":"public","_id":"42243","user_id":"57672","department":[{"_id":"460"}],"language":[{"iso":"eng"}]},{"date_updated":"2023-02-20T16:49:08Z","publisher":"Aristotle University of Thessaloniki/University of Macedonia","author":[{"first_name":"Marwin Felix","last_name":"Löper","id":"26693","full_name":"Löper, Marwin Felix"},{"first_name":"Gamze","last_name":"Görel","id":"13345","full_name":"Görel, Gamze"},{"id":"26282","full_name":"Hellmich, Frank","last_name":"Hellmich","first_name":"Frank"}],"date_created":"2023-02-20T14:12:01Z","title":"Prerequisites for primary school teachers’ practices in the inclusive classroom. Symposium \"Applying the Theory of Planned Behavior in Inclusive Education« (Olli-Pekka Malinen). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. \"Education as a Hope in Uncertain Times\"","year":"2023","place":"Thessaloniki, Greece","citation":{"apa":"Löper, M. F., Görel, G., &#38; Hellmich, F. (2023). <i>Prerequisites for primary school teachers’ practices in the inclusive classroom. Symposium \"Applying the Theory of Planned Behavior in Inclusive Education« (Olli-Pekka Malinen). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. “Education as a Hope in Uncertain Times.”</i>","short":"M.F. Löper, G. Görel, F. Hellmich, in: Aristotle University of Thessaloniki/University of Macedonia, Thessaloniki, Greece, 2023.","bibtex":"@inproceedings{Löper_Görel_Hellmich_2023, place={Thessaloniki, Greece}, title={Prerequisites for primary school teachers’ practices in the inclusive classroom. Symposium \"Applying the Theory of Planned Behavior in Inclusive Education« (Olli-Pekka Malinen). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. “Education as a Hope in Uncertain Times”}, publisher={Aristotle University of Thessaloniki/University of Macedonia}, author={Löper, Marwin Felix and Görel, Gamze and Hellmich, Frank}, year={2023} }","mla":"Löper, Marwin Felix, et al. <i>Prerequisites for Primary School Teachers’ Practices in the Inclusive Classroom. Symposium \"Applying the Theory of Planned Behavior in Inclusive Education« (Olli-Pekka Malinen). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. “Education as a Hope in Uncertain Times.”</i> Aristotle University of Thessaloniki/University of Macedonia, 2023.","ieee":"M. F. Löper, G. Görel, and F. Hellmich, “Prerequisites for primary school teachers’ practices in the inclusive classroom. Symposium \"Applying the Theory of Planned Behavior in Inclusive Education« (Olli-Pekka Malinen). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. ‘Education as a Hope in Uncertain Times,’” 2023.","chicago":"Löper, Marwin Felix, Gamze Görel, and Frank Hellmich. “Prerequisites for Primary School Teachers’ Practices in the Inclusive Classroom. Symposium \"Applying the Theory of Planned Behavior in Inclusive Education« (Olli-Pekka Malinen). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. ‘Education as a Hope in Uncertain Times.’” Thessaloniki, Greece: Aristotle University of Thessaloniki/University of Macedonia, 2023.","ama":"Löper MF, Görel G, Hellmich F. Prerequisites for primary school teachers’ practices in the inclusive classroom. Symposium \"Applying the Theory of Planned Behavior in Inclusive Education« (Olli-Pekka Malinen). 20th Biennial EARLI (European Association for Research on Learning and Instruction) Conference 2023. “Education as a Hope in Uncertain Times.” In: Aristotle University of Thessaloniki/University of Macedonia; 2023."},"_id":"42244","user_id":"57672","department":[{"_id":"460"}],"language":[{"iso":"eng"}],"type":"conference","status":"public"},{"type":"journal_article","publication":"Praktische Theologie","status":"public","user_id":"480","_id":"42251","language":[{"iso":"ger"}],"issue":"1","publication_identifier":{"issn":["0946-3518"]},"citation":{"apa":"Schroeter-Wittke, H. (2023). Von Herzen! 200 Jahre Missa Solemnis. <i>Praktische Theologie</i>, <i>58</i>(1), 61–63.","mla":"Schroeter-Wittke, Harald. “Von Herzen! 200 Jahre Missa Solemnis.” <i>Praktische Theologie</i>, vol. 58, no. 1, Gütersloher Verlagshaus, 2023, pp. 61–63.","bibtex":"@article{Schroeter-Wittke_2023, title={Von Herzen! 200 Jahre Missa Solemnis}, volume={58}, number={1}, journal={Praktische Theologie}, publisher={Gütersloher Verlagshaus}, author={Schroeter-Wittke, Harald}, year={2023}, pages={61–63} }","short":"H. Schroeter-Wittke, Praktische Theologie 58 (2023) 61–63.","ama":"Schroeter-Wittke H. Von Herzen! 200 Jahre Missa Solemnis. <i>Praktische Theologie</i>. 2023;58(1):61-63.","chicago":"Schroeter-Wittke, Harald. “Von Herzen! 200 Jahre Missa Solemnis.” <i>Praktische Theologie</i> 58, no. 1 (2023): 61–63.","ieee":"H. Schroeter-Wittke, “Von Herzen! 200 Jahre Missa Solemnis,” <i>Praktische Theologie</i>, vol. 58, no. 1, pp. 61–63, 2023."},"page":"61-63","intvolume":"        58","year":"2023","author":[{"last_name":"Schroeter-Wittke","id":"480","full_name":"Schroeter-Wittke, Harald","first_name":"Harald"}],"date_created":"2023-02-22T00:26:04Z","volume":58,"date_updated":"2023-02-22T00:26:31Z","publisher":"Gütersloher Verlagshaus","title":"Von Herzen! 200 Jahre Missa Solemnis"},{"issue":"1","publication_identifier":{"issn":["0008-414X","1496-4279"]},"publication_status":"published","intvolume":"        75","page":"170-201","citation":{"apa":"Hanusch, M. (2023). A $C^k$-seeley-extension-theorem for Bastiani’s differential calculus. <i>Canadian Journal of Mathematics</i>, <i>75</i>(1), 170–201. <a href=\"https://doi.org/10.4153/s0008414x21000596\">https://doi.org/10.4153/s0008414x21000596</a>","bibtex":"@article{Hanusch_2023, title={A $C^k$-seeley-extension-theorem for Bastiani’s differential calculus}, volume={75}, DOI={<a href=\"https://doi.org/10.4153/s0008414x21000596\">10.4153/s0008414x21000596</a>}, number={1}, journal={Canadian Journal of Mathematics}, publisher={Canadian Mathematical Society}, author={Hanusch, Maximilian}, year={2023}, pages={170–201} }","mla":"Hanusch, Maximilian. “A $C^k$-Seeley-Extension-Theorem for Bastiani’s Differential Calculus.” <i>Canadian Journal of Mathematics</i>, vol. 75, no. 1, Canadian Mathematical Society, 2023, pp. 170–201, doi:<a href=\"https://doi.org/10.4153/s0008414x21000596\">10.4153/s0008414x21000596</a>.","short":"M. Hanusch, Canadian Journal of Mathematics 75 (2023) 170–201.","ieee":"M. Hanusch, “A $C^k$-seeley-extension-theorem for Bastiani’s differential calculus,” <i>Canadian Journal of Mathematics</i>, vol. 75, no. 1, pp. 170–201, 2023, doi: <a href=\"https://doi.org/10.4153/s0008414x21000596\">10.4153/s0008414x21000596</a>.","chicago":"Hanusch, Maximilian. “A $C^k$-Seeley-Extension-Theorem for Bastiani’s Differential Calculus.” <i>Canadian Journal of Mathematics</i> 75, no. 1 (2023): 170–201. <a href=\"https://doi.org/10.4153/s0008414x21000596\">https://doi.org/10.4153/s0008414x21000596</a>.","ama":"Hanusch M. A $C^k$-seeley-extension-theorem for Bastiani’s differential calculus. <i>Canadian Journal of Mathematics</i>. 2023;75(1):170-201. doi:<a href=\"https://doi.org/10.4153/s0008414x21000596\">10.4153/s0008414x21000596</a>"},"year":"2023","volume":75,"author":[{"last_name":"Hanusch","id":"30905","full_name":"Hanusch, Maximilian","first_name":"Maximilian"}],"date_created":"2022-12-22T09:16:48Z","publisher":"Canadian Mathematical Society","date_updated":"2023-02-22T11:38:32Z","doi":"10.4153/s0008414x21000596","title":"A $C^k$-seeley-extension-theorem for Bastiani’s differential calculus","publication":"Canadian Journal of Mathematics","type":"journal_article","status":"public","department":[{"_id":"93"}],"user_id":"30905","_id":"34814","project":[{"_id":"161","name":"RegLie: Regularität von Lie-Gruppen und Lie's Dritter Satz (RegLie)"}],"language":[{"iso":"eng"}],"keyword":["extension of differentiable maps"],"article_type":"original"},{"publication_identifier":{"issn":["1464-4207","2041-3076"]},"quality_controlled":"1","publication_status":"epub_ahead","year":"2023","citation":{"short":"P. Heyser, R. Petker, G. Meschut, Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications (2023).","mla":"Heyser, Per, et al. “Development of a Numerical Simulation Model for Self-Piercing Riveting of Additive Manufactured AlSi10Mg.” <i>Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications</i>, 146442072311582, SAGE Publications, 2023, doi:<a href=\"https://doi.org/10.1177/14644207231158213\">10.1177/14644207231158213</a>.","bibtex":"@article{Heyser_Petker_Meschut_2023, title={Development of a numerical simulation model for self-piercing riveting of additive manufactured AlSi10Mg}, DOI={<a href=\"https://doi.org/10.1177/14644207231158213\">10.1177/14644207231158213</a>}, number={146442072311582}, journal={Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications}, publisher={SAGE Publications}, author={Heyser, Per and Petker, Rudolf and Meschut, Gerson}, year={2023} }","apa":"Heyser, P., Petker, R., &#38; Meschut, G. (2023). Development of a numerical simulation model for self-piercing riveting of additive manufactured AlSi10Mg. <i>Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications</i>, Article 146442072311582. <a href=\"https://doi.org/10.1177/14644207231158213\">https://doi.org/10.1177/14644207231158213</a>","ama":"Heyser P, Petker R, Meschut G. Development of a numerical simulation model for self-piercing riveting of additive manufactured AlSi10Mg. <i>Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1177/14644207231158213\">10.1177/14644207231158213</a>","chicago":"Heyser, Per, Rudolf Petker, and Gerson Meschut. “Development of a Numerical Simulation Model for Self-Piercing Riveting of Additive Manufactured AlSi10Mg.” <i>Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications</i>, 2023. <a href=\"https://doi.org/10.1177/14644207231158213\">https://doi.org/10.1177/14644207231158213</a>.","ieee":"P. Heyser, R. Petker, and G. Meschut, “Development of a numerical simulation model for self-piercing riveting of additive manufactured AlSi10Mg,” <i>Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications</i>, Art. no. 146442072311582, 2023, doi: <a href=\"https://doi.org/10.1177/14644207231158213\">10.1177/14644207231158213</a>."},"date_updated":"2023-02-28T10:55:03Z","publisher":"SAGE Publications","date_created":"2023-02-28T10:52:49Z","author":[{"last_name":"Heyser","id":"40450","full_name":"Heyser, Per","first_name":"Per"},{"first_name":"Rudolf","full_name":"Petker, Rudolf","last_name":"Petker"},{"first_name":"Gerson","last_name":"Meschut","orcid":"0000-0002-2763-1246","id":"32056","full_name":"Meschut, Gerson"}],"title":"Development of a numerical simulation model for self-piercing riveting of additive manufactured AlSi10Mg","doi":"10.1177/14644207231158213","publication":"Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications","type":"journal_article","abstract":[{"lang":"eng","text":"<jats:p> Laser additive manufacturing processes are used for the production of highly complex geometric structures due to their high geometric freedom. Additive manufacturing processes, in particular powder-based selective laser melting, are used to produce metallic additive manufactured components for the automotive and aerospace industries. Different materials are often joined together to realize sustainable lightweight construction. The production of such mixed construction joints is often realized using mechanical joining technology (e.g. self-piercing riveting). However, there is currently very little experience with the mechanical joining of metallic additive manufacturing components. Furthermore, there is insufficient knowledge about the effects that occur during the mechanical joining of additive manufacturing components. In this article, a method is presented to investigate the joinability of additively manufactured components with conventionally manufactured components using a numerical simulation of the self-piercing riveting process. For this purpose, the additive manufacturing materials are characterized experimentally, the simulation model is configured, and the joining process with additive manufacturing materials is represented in the numerical simulation. Furthermore, the influence of the building direction on the mechanical properties is shown using miniature tensile specimens. Besides the configuration of the simulation model, the influence of heat treatment on the self-piercing riveting process is presented. </jats:p>"}],"status":"public","_id":"42636","department":[{"_id":"157"}],"user_id":"40450","keyword":["Mechanical Engineering","General Materials Science"],"article_number":"146442072311582","language":[{"iso":"eng"}]},{"publication_status":"published","intvolume":"       251","page":"53:1-53:23","citation":{"ieee":"S. Gharibian and D. Rudolph, “Quantum space, ground space traversal, and how to embed multi-prover  interactive proofs into unentanglement,” in <i>14th Innovations in Theoretical Computer Science (ITCS)</i>, 2023, vol. 251, p. 53:1-53:23, doi: <a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2023.53\">10.4230/LIPIcs.ITCS.2023.53</a>.","chicago":"Gharibian, Sevag, and Dorian Rudolph. “Quantum Space, Ground Space Traversal, and How to Embed Multi-Prover  Interactive Proofs into Unentanglement.” In <i>14th Innovations in Theoretical Computer Science (ITCS)</i>, 251:53:1-53:23, 2023. <a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2023.53\">https://doi.org/10.4230/LIPIcs.ITCS.2023.53</a>.","ama":"Gharibian S, Rudolph D. Quantum space, ground space traversal, and how to embed multi-prover  interactive proofs into unentanglement. In: <i>14th Innovations in Theoretical Computer Science (ITCS)</i>. Vol 251. ; 2023:53:1-53:23. doi:<a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2023.53\">10.4230/LIPIcs.ITCS.2023.53</a>","mla":"Gharibian, Sevag, and Dorian Rudolph. “Quantum Space, Ground Space Traversal, and How to Embed Multi-Prover  Interactive Proofs into Unentanglement.” <i>14th Innovations in Theoretical Computer Science (ITCS)</i>, vol. 251, 2023, p. 53:1-53:23, doi:<a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2023.53\">10.4230/LIPIcs.ITCS.2023.53</a>.","short":"S. Gharibian, D. Rudolph, in: 14th Innovations in Theoretical Computer Science (ITCS), 2023, p. 53:1-53:23.","bibtex":"@inproceedings{Gharibian_Rudolph_2023, title={Quantum space, ground space traversal, and how to embed multi-prover  interactive proofs into unentanglement}, volume={251}, DOI={<a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2023.53\">10.4230/LIPIcs.ITCS.2023.53</a>}, booktitle={14th Innovations in Theoretical Computer Science (ITCS)}, author={Gharibian, Sevag and Rudolph, Dorian}, year={2023}, pages={53:1-53:23} }","apa":"Gharibian, S., &#38; Rudolph, D. (2023). Quantum space, ground space traversal, and how to embed multi-prover  interactive proofs into unentanglement. <i>14th Innovations in Theoretical Computer Science (ITCS)</i>, <i>251</i>, 53:1-53:23. <a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2023.53\">https://doi.org/10.4230/LIPIcs.ITCS.2023.53</a>"},"volume":251,"author":[{"orcid":"0000-0002-9992-3379","last_name":"Gharibian","full_name":"Gharibian, Sevag","id":"71541","first_name":"Sevag"},{"first_name":"Dorian","full_name":"Rudolph, Dorian","last_name":"Rudolph"}],"date_updated":"2023-02-28T11:06:55Z","doi":"10.4230/LIPIcs.ITCS.2023.53","type":"conference","status":"public","department":[{"_id":"623"},{"_id":"7"}],"user_id":"71541","_id":"31872","year":"2023","date_created":"2022-06-13T14:40:46Z","title":"Quantum space, ground space traversal, and how to embed multi-prover  interactive proofs into unentanglement","publication":"14th Innovations in Theoretical Computer Science (ITCS)","abstract":[{"text":"Savitch's theorem states that NPSPACE computations can be simulated in\r\nPSPACE. We initiate the study of a quantum analogue of NPSPACE, denoted\r\nStreaming-QCMASPACE (SQCMASPACE), where an exponentially long classical proof\r\nis streamed to a poly-space quantum verifier. Besides two main results, we also\r\nshow that a quantum analogue of Savitch's theorem is unlikely to hold, as\r\nSQCMASPACE=NEXP. For completeness, we introduce Streaming-QMASPACE (SQMASPACE)\r\nwith an exponentially long streamed quantum proof, and show SQMASPACE=QMA_EXP\r\n(quantum analogue of NEXP). Our first main result shows, in contrast to the\r\nclassical setting, the solution space of a quantum constraint satisfaction\r\nproblem (i.e. a local Hamiltonian) is always connected when exponentially long\r\nproofs are permitted. For this, we show how to simulate any Lipschitz\r\ncontinuous path on the unit hypersphere via a sequence of local unitary gates,\r\nat the expense of blowing up the circuit size. This shows quantum\r\nerror-correcting codes can be unable to detect one codeword erroneously\r\nevolving to another if the evolution happens sufficiently slowly, and answers\r\nan open question of [Gharibian, Sikora, ICALP 2015] regarding the Ground State\r\nConnectivity problem. Our second main result is that any SQCMASPACE computation\r\ncan be embedded into \"unentanglement\", i.e. into a quantum constraint\r\nsatisfaction problem with unentangled provers. Formally, we show how to embed\r\nSQCMASPACE into the Sparse Separable Hamiltonian problem of [Chailloux,\r\nSattath, CCC 2012] (QMA(2)-complete for 1/poly promise gap), at the expense of\r\nscaling the promise gap with the streamed proof size. As a corollary, we obtain\r\nthe first systematic construction for obtaining QMA(2)-type upper bounds on\r\narbitrary multi-prover interactive proof systems, where the QMA(2) promise gap\r\nscales exponentially with the number of bits of communication in the\r\ninteractive proof.","lang":"eng"}],"external_id":{"arxiv":["2206.05243"]},"language":[{"iso":"eng"}]},{"_id":"42638","user_id":"950","department":[{"_id":"200"},{"_id":"281"},{"_id":"475"}],"keyword":["Management","Monitoring","Policy and Law","Geography","Planning and Development"],"language":[{"iso":"eng"}],"type":"journal_article","publication":"American Economic Review: Insights","abstract":[{"text":"<jats:p> We propose a new method to estimate and isolate the localization of knowledge spillovers due to the physical presence of a person, using after-application but pre-grant deaths of differently located coinventors of the same patent. The approach estimates the differences in local citations between the deceased and still-living inventors at increasingly distant radii. Patents receive 26 percent fewer citations from within a radius of 20 miles around the deceased, relative to still-living coinventors. Differences attenuate with time and distance, are stronger when still-living coinventors live farther from the deceased, and hold for a subsample of possibly premature deaths. (JEL O31, O33, O34, R32) </jats:p>","lang":"eng"}],"status":"public","date_updated":"2023-02-28T20:35:11Z","publisher":"American Economic Association","author":[{"full_name":"Balsmeier, Benjamin","last_name":"Balsmeier","first_name":"Benjamin"},{"last_name":"Fleming","full_name":"Fleming, Lee","first_name":"Lee"},{"id":"950","full_name":"Lück, Sonja","orcid":"0000-0003-0380-1965","last_name":"Lück","first_name":"Sonja"}],"date_created":"2023-02-28T20:28:16Z","volume":5,"title":"Isolating Personal Knowledge Spillovers: Coinventor Deaths and Spatial Citation Differentials","doi":"10.1257/aeri.20210275","publication_status":"published","publication_identifier":{"issn":["2640-205X","2640-2068"]},"issue":"1","year":"2023","citation":{"ieee":"B. Balsmeier, L. Fleming, and S. Lück, “Isolating Personal Knowledge Spillovers: Coinventor Deaths and Spatial Citation Differentials,” <i>American Economic Review: Insights</i>, vol. 5, no. 1, pp. 21–33, 2023, doi: <a href=\"https://doi.org/10.1257/aeri.20210275\">10.1257/aeri.20210275</a>.","chicago":"Balsmeier, Benjamin, Lee Fleming, and Sonja Lück. “Isolating Personal Knowledge Spillovers: Coinventor Deaths and Spatial Citation Differentials.” <i>American Economic Review: Insights</i> 5, no. 1 (2023): 21–33. <a href=\"https://doi.org/10.1257/aeri.20210275\">https://doi.org/10.1257/aeri.20210275</a>.","ama":"Balsmeier B, Fleming L, Lück S. Isolating Personal Knowledge Spillovers: Coinventor Deaths and Spatial Citation Differentials. <i>American Economic Review: Insights</i>. 2023;5(1):21-33. doi:<a href=\"https://doi.org/10.1257/aeri.20210275\">10.1257/aeri.20210275</a>","mla":"Balsmeier, Benjamin, et al. “Isolating Personal Knowledge Spillovers: Coinventor Deaths and Spatial Citation Differentials.” <i>American Economic Review: Insights</i>, vol. 5, no. 1, American Economic Association, 2023, pp. 21–33, doi:<a href=\"https://doi.org/10.1257/aeri.20210275\">10.1257/aeri.20210275</a>.","bibtex":"@article{Balsmeier_Fleming_Lück_2023, title={Isolating Personal Knowledge Spillovers: Coinventor Deaths and Spatial Citation Differentials}, volume={5}, DOI={<a href=\"https://doi.org/10.1257/aeri.20210275\">10.1257/aeri.20210275</a>}, number={1}, journal={American Economic Review: Insights}, publisher={American Economic Association}, author={Balsmeier, Benjamin and Fleming, Lee and Lück, Sonja}, year={2023}, pages={21–33} }","short":"B. Balsmeier, L. Fleming, S. Lück, American Economic Review: Insights 5 (2023) 21–33.","apa":"Balsmeier, B., Fleming, L., &#38; Lück, S. (2023). Isolating Personal Knowledge Spillovers: Coinventor Deaths and Spatial Citation Differentials. <i>American Economic Review: Insights</i>, <i>5</i>(1), 21–33. <a href=\"https://doi.org/10.1257/aeri.20210275\">https://doi.org/10.1257/aeri.20210275</a>"},"intvolume":"         5","page":"21-33"},{"type":"conference","status":"public","department":[{"_id":"157"}],"user_id":"44759","_id":"42666","language":[{"iso":"ger"}],"corporate_editor":["DECHEMA, Gesellschaft für Chemische Technik und Biotechnologie e.V."],"citation":{"apa":"Schmolke, T., Meschut, G., Spohr, S., Eckstein, L., Brunner-Schwer, C., Rethmeier, M., Nothhelfer-Richter, R., &#38; Hilt, M. (2023). <i>Konzeptentwicklung für ein Stahlbatteriegehäuse unter besonderer Berücksichtigung der Fügetechnik und des Korrosionsschutzes</i> (DECHEMA, Gesellschaft für Chemische Technik und Biotechnologie e.V., Ed.).","bibtex":"@inproceedings{Schmolke_Meschut_Spohr_Eckstein_Brunner-Schwer_Rethmeier_Nothhelfer-Richter_Hilt_2023, title={Konzeptentwicklung für ein Stahlbatteriegehäuse unter besonderer Berücksichtigung der Fügetechnik und des Korrosionsschutzes}, author={Schmolke, Tobias and Meschut, Gerson and Spohr, Sebastian and Eckstein, Lutz  and Brunner-Schwer, Christian and Rethmeier, Michael and Nothhelfer-Richter, Rolf and Hilt, Michael}, editor={DECHEMA, Gesellschaft für Chemische Technik und Biotechnologie e.V.}, year={2023} }","mla":"Schmolke, Tobias, et al. <i>Konzeptentwicklung für ein Stahlbatteriegehäuse unter besonderer Berücksichtigung der Fügetechnik und des Korrosionsschutzes</i>. 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