{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T12:59:33Z","timestamp":1770555573759,"version":"3.49.0"},"publisher-location":"Cham","reference-count":36,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030557539","type":"print"},{"value":"9783030557546","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-55754-6_24","type":"book-chapter","created":{"date-parts":[[2020,8,9]],"date-time":"2020-08-09T23:02:37Z","timestamp":1597014157000},"page":"401-419","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Constraining Counterexamples in Hybrid System Falsification: Penalty-Based Approaches"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3854-9846","authenticated-orcid":false,"given":"Zhenya","family":"Zhang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6253-4062","authenticated-orcid":false,"given":"Paolo","family":"Arcaini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8300-4650","authenticated-orcid":false,"given":"Ichiro","family":"Hasuo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,10]]},"reference":[{"key":"24_CR1","unstructured":"List of references on constraint-handling techniques used with evolutionary algorithms. https:\/\/www.cs.cinvestav.mx\/~constraint\/"},{"key":"24_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1007\/978-3-319-63387-9_24","volume-title":"Computer Aided Verification","author":"A Adimoolam","year":"2017","unstructured":"Adimoolam, A., Dang, T., Donz\u00e9, A., Kapinski, J., Jin, X.: Classification and coverage-based falsification for embedded control systems. In: Majumdar, R., Kun\u010dak, V. (eds.) CAV 2017. LNCS, vol. 10426, pp. 483\u2013503. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-63387-9_24"},{"key":"24_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"356","DOI":"10.1007\/978-3-319-21668-3_21","volume-title":"Computer Aided Verification","author":"T Akazaki","year":"2015","unstructured":"Akazaki, T., Hasuo, I.: Time robustness in MTL and expressivity in hybrid system falsification. In: Kroening, D., P\u0103s\u0103reanu, C.S. (eds.) CAV 2015. LNCS, vol. 9207, pp. 356\u2013374. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-21668-3_21"},{"key":"24_CR4","doi-asserted-by":"crossref","unstructured":"Akazaki, T., Kumazawa, Y., Hasuo, I.: Causality-aided falsification. In: Proceedings First Workshop on Formal Verification of Autonomous Vehicles, FVAV@iFM 2017, Turin, Italy, 19th September 2017, vol. 257, pp. 3\u201318. EPTCS (2017)","DOI":"10.4204\/EPTCS.257.2"},{"key":"24_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1007\/978-3-319-95582-7_27","volume-title":"Formal Methods","author":"T Akazaki","year":"2018","unstructured":"Akazaki, T., Liu, S., Yamagata, Y., Duan, Y., Hao, J.: Falsification of cyber-physical systems using deep reinforcement learning. In: Havelund, K., Peleska, J., Roscoe, B., de Vink, E. (eds.) FM 2018. LNCS, vol. 10951, pp. 456\u2013465. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-95582-7_27"},{"key":"24_CR6","first-page":"254","volume-title":"Proceedings of the 17th International Conference on Tools and Algorithms for the Construction and Analysis of Systems: Part of the Joint European Conferences on Theory and Practice of Software","author":"Y Annapureddy","year":"2011","unstructured":"Annapureddy, Y., Liu, C., Fainekos, G., Sankaranarayanan, S.: S-Taliro: a tool for temporal logic falsification for hybrid systems. In: Abdulla, P.A., Leino, K., Rustan, M. (eds.) TACAS 2011\/ETAPS 2011, pp. 254\u2013257. Springer-Verlag, Berlin, Heidelberg (2011)"},{"key":"24_CR7","doi-asserted-by":"crossref","unstructured":"Arcuri, A., Briand, L.: A practical guide for using statistical tests to assess randomized algorithms in software engineering. In: Proceedings of the 33rd International Conference on Software Engineering, ICSE 2011, New York, NY, USA, pp. 1\u201310. ACM (2011)","DOI":"10.1145\/1985793.1985795"},{"key":"24_CR8","doi-asserted-by":"crossref","unstructured":"Auger, A., Hansen, N.: A restart CMA evolution strategy with increasing population size. In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, pp. 1769\u20131776. IEEE (2005)","DOI":"10.1109\/CEC.2005.1554902"},{"key":"24_CR9","unstructured":"B\u00e4ck, T., Hoffmeister, F., Schwefel, H.: A survey of evolution strategies. In: Belew, R.K., Booker, L.B., (eds.) Proceedings of the 4th International Conference on Genetic Algorithms, San Diego, CA, USA, July 1991, pp. 2\u20139 (1991)"},{"key":"24_CR10","series-title":"pp","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1007\/978-3-030-20652-9_4","volume-title":"NASA Formal Methods","author":"B Barbot","year":"2019","unstructured":"Barbot, B., Basset, N., Dang, T.: Generation of signals under temporal constraints for CPS testing. In: Badger, J.M., Rozier, K.Y. (eds.) NASA Formal Methods. pp, pp. 54\u201370. Springer International Publishing, Cham (2019)"},{"key":"24_CR11","doi-asserted-by":"crossref","unstructured":"Ben Abdessalem, R., Nejati, S., Briand, L.C., Stifter, T.: Testing vision-based control systems using learnable evolutionary algorithms. In: Proceedings of the 40th International Conference on Software Engineering, ICSE 2018, New York, NY, USA, pp. 1016\u20131026. ACM (2018)","DOI":"10.1145\/3180155.3180160"},{"key":"24_CR12","doi-asserted-by":"publisher","first-page":"1105","DOI":"10.1016\/B978-0-12-382038-9.00019-3","volume-title":"e-Design","author":"K-H Chang","year":"2015","unstructured":"Chang, K.-H.: Chapter 19 - multiobjective optimization and advanced topics. In: Chang, K.-H. (ed.) e-Design, pp. 1105\u20131173. Academic Press, Boston (2015)"},{"key":"24_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"500","DOI":"10.1007\/978-3-319-24953-7_35","volume-title":"Automated Technology for Verification and Analysis","author":"J Deshmukh","year":"2015","unstructured":"Deshmukh, J., Jin, X., Kapinski, J., Maler, O.: Stochastic local search for falsification of hybrid systems. In: Finkbeiner, B., Pu, G., Zhang, L. (eds.) ATVA 2015. LNCS, vol. 9364, pp. 500\u2013517. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-24953-7_35"},{"issue":"5","key":"24_CR14","first-page":"170:1","volume":"16","author":"JV Deshmukh","year":"2017","unstructured":"Deshmukh, J.V., Horvat, M., Jin, X., Majumdar, R., Prabhu, V.S.: Testing cyber-physical systems through Bayesian optimization. ACM Trans. Embed. Comput. Syst. 16(5), 170:1\u2013170:18 (2017)","journal-title":"ACM Trans. Embed. Comput. Syst."},{"key":"24_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1007\/978-3-642-14295-6_17","volume-title":"Computer Aided Verification","author":"A Donz\u00e9","year":"2010","unstructured":"Donz\u00e9, A.: Breach, a toolbox for verification and parameter synthesis of hybrid systems. In: Touili, T., Cook, B., Jackson, P. (eds.) CAV 2010. LNCS, vol. 6174, pp. 167\u2013170. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-14295-6_17"},{"key":"24_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1007\/978-3-642-15297-9_9","volume-title":"Formal Modeling and Analysis of Timed Systems","author":"A Donz\u00e9","year":"2010","unstructured":"Donz\u00e9, A., Maler, O.: Robust satisfaction of temporal logic over real-valued signals. In: Chatterjee, K., Henzinger, T.A. (eds.) FORMATS 2010. LNCS, vol. 6246, pp. 92\u2013106. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-15297-9_9"},{"key":"24_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1007\/978-3-319-17524-9_10","volume-title":"NASA Formal Methods","author":"T Dreossi","year":"2015","unstructured":"Dreossi, T., Dang, T., Donz\u00e9, A., Kapinski, J., Jin, X., Deshmukh, J.V.: Efficient guiding strategies for testing of temporal properties of hybrid systems. In: Havelund, K., Holzmann, G., Joshi, R. (eds.) NFM 2015. LNCS, vol. 9058, pp. 127\u2013142. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-17524-9_10"},{"key":"24_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20398-5","volume-title":"NASA Formal Methods","author":"T Dreossi","year":"2011","unstructured":"Dreossi, T., Donz\u00e9, A., Seshia, S.A.: Compositional falsification of cyber-physical systems with machine learning components. In: Bobaru, M., Havelund, K., Holzmann, G.J., Joshi, R. (eds.) NFM 2011. LNCS, vol. 6617. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-20398-5"},{"key":"24_CR19","volume-title":"Multicriteria Optimization","author":"M Ehrgott","year":"2005","unstructured":"Ehrgott, M.: Multicriteria Optimization. Springer-Verlag, Berlin (2005)"},{"key":"24_CR20","unstructured":"Ernst, G., Arcaini, P., Donz\u00e9, A., Fainekos, G., Mathesen, L., Pedrielli, G., Yaghoubi, S., Yamagata, Y., Zhang, Z.: ARCH-COMP 2019 category report: falsification. In: Frehse, G., Althoff, M., (eds.) ARCH19. 6th International Workshop on Applied Verification of Continuous and Hybrid Systems. EPiC Series in Computing, vol. 61, pp. 129\u2013140. EasyChair (2019)"},{"key":"24_CR21","series-title":"pp","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1007\/978-3-030-30281-8_10","volume-title":"Quantitative Evaluation of Systems","author":"G Ernst","year":"2019","unstructured":"Ernst, G., Sedwards, S., Zhang, Z., Hasuo, I.: Fast falsification of hybrid systems using probabilistically adaptive input. In: Parker, D., Wolf, V. (eds.) Quantitative Evaluation of Systems. pp, pp. 165\u2013181. Springer International Publishing, Cham (2019)"},{"issue":"42","key":"24_CR22","doi-asserted-by":"publisher","first-page":"4262","DOI":"10.1016\/j.tcs.2009.06.021","volume":"410","author":"GE Fainekos","year":"2009","unstructured":"Fainekos, G.E., Pappas, G.J.: Robustness of temporal logic specifications for continuous-time signals. Theor. Comput. Sci. 410(42), 4262\u20134291 (2009)","journal-title":"Theor. Comput. Sci."},{"key":"24_CR23","doi-asserted-by":"crossref","unstructured":"Fan, Z., Fang, Y., Li, W., Lu, J., Cai, X., Wei, C.: A comparative study of constrained multi-objective evolutionary algorithms on constrained multi-objective optimization problems. In: 2017 IEEE Congress on Evolutionary Computation, CEC 2017, pp. 209\u2013216. IEEE (2017)","DOI":"10.1109\/CEC.2017.7969315"},{"key":"24_CR24","doi-asserted-by":"crossref","unstructured":"Ferr\u00e8re, T., Nickovic, D., Donz\u00e9, A., Ito, H., Kapinski, J.: Interface-aware signal temporal logic. In: Ozay, N., Prabhakar, P., (eds.) Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, HSCC 2019, Montreal, QC, Canada, 16\u201318 April 2019, pp. 57\u201366. ACM (2019)","DOI":"10.1145\/3302504.3311800"},{"key":"24_CR25","unstructured":"Hoxha, B., Abbas, H., Fainekos, G.E.: Benchmarks for temporal logic requirements for automotive systems. In: Frehse, G., Althoff, M., (eds.) 1st and 2nd International Workshop on Applied veRification for Continuous and Hybrid Systems, ARCH@CPSWeek 2014, Berlin, Germany, 14 April 2014\/ARCH@CPSWeek 2015, Seattle, USA, 13 April 2015. EPiC Series in Computing, vol. 34, pp. 25\u201330. EasyChair (2014)"},{"key":"24_CR26","doi-asserted-by":"crossref","unstructured":"Jin, X., Deshmukh, J.V., Kapinski, J., Ueda, K., Butts, K.: Powertrain control verification benchmark. In: Proceedings of the 17th International Conference on Hybrid Systems: Computation and Control, HSCC 2014, NY, USA, pp. 253\u2013262. ACM (2014)","DOI":"10.1145\/2562059.2562140"},{"issue":"6","key":"24_CR27","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1109\/MCS.2016.2602089","volume":"36","author":"J Kapinski","year":"2016","unstructured":"Kapinski, J., Deshmukh, J.V., Jin, X., Ito, H., Butts, K.: Simulation-based approaches for verification of embedded control systems: an overview of traditional and advanced modeling, testing, and verification techniques. IEEE Control Syst. 36(6), 45\u201364 (2016)","journal-title":"IEEE Control Syst."},{"key":"24_CR28","doi-asserted-by":"crossref","unstructured":"Kato, K., Ishikawa, F.: Learning-based falsification for model families of cyber-physical systems. In: 2019 IEEE 24th Pacific Rim International Symposium on Dependable Computing (PRDC), pp. 236\u2013245, December 2019","DOI":"10.1109\/PRDC47002.2019.00054"},{"key":"24_CR29","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1007\/978-3-319-10512-3_11","volume-title":"Formal Modeling and Analysis of Timed Systems","author":"J Ku\u0159\u00e1tko","year":"2014","unstructured":"Ku\u0159\u00e1tko, J., Ratschan, S.: Combined global and local search for the falsification of hybrid systems. In: Legay, A., Bozga, M. (eds.) FORMATS 2014. LNCS, vol. 8711, pp. 146\u2013160. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-10512-3_11"},{"issue":"23","key":"24_CR30","doi-asserted-by":"publisher","first-page":"2251","DOI":"10.1016\/j.compstruc.2004.03.072","volume":"82","author":"MA Luersen","year":"2004","unstructured":"Luersen, M.A., Le Riche, R.: Globalized Nelder-Mead method for engineering optimization. Comput. Struct. 82(23), 2251\u20132260 (2004)","journal-title":"Comput. Struct."},{"key":"24_CR31","doi-asserted-by":"crossref","unstructured":"Nghiem, T., Sankaranarayanan, S., Fainekos, G., Ivanci\u0107, F., Gupta, A., Pappas, G.J.: Monte-carlo techniques for falsification of temporal properties of non-linear hybrid systems. In: Proceedings of the 13th ACM International Conference on Hybrid Systems: Computation and Control, HSCC 2010, NY, USA, pp. 211\u2013220. ACM (2010)","DOI":"10.1145\/1755952.1755983"},{"key":"24_CR32","doi-asserted-by":"publisher","first-page":"85","DOI":"10.2528\/PIERM17042106","volume":"59","author":"D Pinchera","year":"2017","unstructured":"Pinchera, D., Perna, S., Migliore, M.D.: A lexicographic approach for multi-objective optimization in antenna array design. Prog. Electromagn. Res. 59, 85\u2013102 (2017)","journal-title":"Prog. Electromagn. Res."},{"key":"24_CR33","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-319-66845-1_1","volume-title":"Integrated Formal Methods","author":"S Silvetti","year":"2017","unstructured":"Silvetti, S., Policriti, A., Bortolussi, L.: An active learning approach to the falsification of black box cyber-physical systems. In: Polikarpova, N., Schneider, S. (eds.) IFM 2017. LNCS, vol. 10510, pp. 3\u201317. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-66845-1_1"},{"issue":"11","key":"24_CR34","doi-asserted-by":"publisher","first-page":"2894","DOI":"10.1109\/TCAD.2018.2858463","volume":"37","author":"Z Zhang","year":"2018","unstructured":"Zhang, Z., Ernst, G., Sedwards, S., Arcaini, P., Hasuo, I.: Two-layered falsification of hybrid systems guided by monte carlo tree search. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(11), 2894\u20132905 (2018)","journal-title":"IEEE Trans. Comput. Aided Des. Integr. Circuits Syst."},{"key":"24_CR35","unstructured":"Zutshi, A., Deshmukh, J.V., Sankaranarayanan, S., Kapinski, J.: Multiple shooting, cegar-based falsification for hybrid systems. In: 2014 International Conference on Embedded Software, EMSOFT 2014, New Delhi, India, 12\u201317 October 2014, pp. 5:1\u20135:10. ACM (2014)"},{"key":"24_CR36","doi-asserted-by":"crossref","unstructured":"Zutshi, A., Sankaranarayanan, S., Deshmukh, J.V., Kapinski, J., Jin, X.: Falsification of safety properties for closed loop control systems. In: Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, HSCC 2015, Seattle, WA, USA, 14\u201316 April 2015, pp. 299\u2013300 (2015)","DOI":"10.1145\/2728606.2728648"}],"container-title":["Lecture Notes in Computer Science","NASA Formal Methods"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-55754-6_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,11]],"date-time":"2024-08-11T14:49:34Z","timestamp":1723387774000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-55754-6_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030557539","9783030557546"],"references-count":36,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-55754-6_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"10 August 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"NFM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"NASA Formal Methods Symposium","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Moffett Field, CA","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 May 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 May 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"nfm2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ti.arc.nasa.gov\/events\/nfm-2020\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"62","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"20","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"5","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"32% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.2","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4.5","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The conference was held virtually due to the COVID-19 pandemic.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}