{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,23]],"date-time":"2026-06-23T20:11:22Z","timestamp":1782245482479,"version":"3.54.5"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T00:00:00Z","timestamp":1756598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T00:00:00Z","timestamp":1756598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100021130","name":"BMWK","doi-asserted-by":"publisher","award":["01IS24087A"],"award-info":[{"award-number":["01IS24087A"]}],"id":[{"id":"10.13039\/100021130","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,31]]},"DOI":"10.1109\/mlsp62443.2025.11204302","type":"proceedings-article","created":{"date-parts":[[2025,10,24]],"date-time":"2025-10-24T17:15:52Z","timestamp":1761326152000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["Neural-Anova: Analytical Model Decomposition Using Automatic Integration"],"prefix":"10.1109","author":[{"given":"Steffen","family":"Limmer","sequence":"first","affiliation":[{"name":"Siemens AG, Foundational Technologies,Munich,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Steffen","family":"Udluft","sequence":"additional","affiliation":[{"name":"Siemens AG, Foundational Technologies,Munich,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Clemens","family":"Otte","sequence":"additional","affiliation":[{"name":"Siemens AG, Foundational Technologies,Munich,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2023.10.1073"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2011.10.028"},{"key":"ref3","first-page":"754","article-title":"An efficient approach for assessing hyperparameter importance","volume-title":"International conference on machine learning","author":"Hutter","year":"2014"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/21M1407707"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1201\/9780203738535-7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.2307\/2288473"},{"key":"ref7","article-title":"Neural additive models: interpretable machine learning with neural nets","volume-title":"Proceedings of the 35th International Conference on Neural Information Processing Systems","author":"Agarwal","year":"2021"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1215\/S0012-7094-48-01568-3"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-4754(00)00270-6"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014122"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1090\/S0025-5718-09-02319-9"},{"key":"ref12","volume-title":"Practical quasi-Monte Carlo","author":"Owen","year":"2023"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9947-1969-0237477-8"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01432"},{"key":"ref15","article-title":"NeRF: Neural radiance field in 3D vision, a comprehensive review","author":"Gao","year":"2022","journal-title":"arXiv preprint"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP55844.2023.10285952"},{"key":"ref17","article-title":"Automatic integration for spatiotemporal neural point processes","volume":"36","author":"Zhou","year":"2024","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref18","article-title":"The fundamental theorem of calculus in $\\mathrm{R}^{\\wedge} \\mathrm{n}$","volume-title":"Tech. Rep.","author":"Mutze","year":"2004"},{"key":"ref19","volume-title":"JAX: composable transformations of Python+NumPy programs","author":"Bradbury","year":"2018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11075-015-0067-6"},{"key":"ref21","article-title":"Taylormode automatic differentiation for higher-order derivatives in JAX","volume-title":"Program Transformations for ML Workshop at NeurIPS 2019","author":"Bettencourt","year":"2019"},{"key":"ref22","article-title":"Stochastic Taylor derivative estimator: Efficient amortization for arbitrary differential operators","volume-title":"38th Conference on Neural Information Processing Systems","author":"Shi","year":"2024"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/S0010-4655(98)00156-8"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.21105\/joss.05671"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.1806\/table-3"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2015.7447039"}],"event":{"name":"2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP)","location":"Istanbul, Turkiye","start":{"date-parts":[[2025,8,31]]},"end":{"date-parts":[[2025,9,3]]}},"container-title":["2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11204201\/11204202\/11204302.pdf?arnumber=11204302","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T18:37:32Z","timestamp":1762367852000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11204302\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,31]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/mlsp62443.2025.11204302","relation":{},"subject":[],"published":{"date-parts":[[2025,8,31]]}}}