PUMA publications for /tag/MachineLearning%20deeplearning%20simtechhttps://puma.ub.uni-stuttgart.de/tag/MachineLearning%20deeplearning%20simtechPUMA RSS feed for /tag/MachineLearning%20deeplearning%20simtech2026-04-16T13:39:10+02:00- A Simulated 4-DOF Ship Motion Dataset for System Identification under Environmental Disturbanceshttps://puma.ub.uni-stuttgart.de/bibtex/22a396f5bb367f22145257cfb82419ccd/alexbaieralexbaier2022-10-10T09:56:21+02:00EXC2075 deeplearning exc2075 machinelearning myown pn4 simtech <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Alexandra Baier" itemprop="url" href="/person/118ba9683dbb5d493e66e8b43811a22df/author/0"><span itemprop="name">A. Baier</span></a></span>, </span> and <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Steffen Staab" itemprop="url" href="/person/118ba9683dbb5d493e66e8b43811a22df/author/1"><span itemprop="name">S. Staab</span></a></span></span>. </span><span class="additional-entrytype-information"><em>Dataset, </em>(<em><span>2022<meta content="2022" itemprop="datePublished"/></span></em>)<em>Related to: Baier, A., Boukhers, Z., & Staab, S. (2021). Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction. arXiv: 2103.06727.</em></span>
- A Simulated 4-DOF Ship Motion Dataset for System Identification under Environmental Disturbanceshttps://puma.ub.uni-stuttgart.de/bibtex/22a396f5bb367f22145257cfb82419ccd/analyticcompanalyticcomp2022-10-10T09:56:21+02:00myown simtech deeplearning pn4 from:alexbaier machinelearning EXC2075 exc2075 <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Alexandra Baier" itemprop="url" href="/person/118ba9683dbb5d493e66e8b43811a22df/author/0"><span itemprop="name">A. Baier</span></a></span>, </span> and <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Steffen Staab" itemprop="url" href="/person/118ba9683dbb5d493e66e8b43811a22df/author/1"><span itemprop="name">S. Staab</span></a></span></span>. </span><span class="additional-entrytype-information"><em>Dataset, </em>(<em><span>2022<meta content="2022" itemprop="datePublished"/></span></em>)<em>Related to: Baier, A., Boukhers, Z., & Staab, S. (2021). Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction. arXiv: 2103.06727.</em></span>
- Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Predictionhttps://puma.ub.uni-stuttgart.de/bibtex/24cb785e55420811695b8536b20a6cd38/alexbaieralexbaier2021-11-12T09:05:06+01:00EXC2075 deeplearning machinelearning myown pn4 prePrint simtech <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Alexandra Baier" itemprop="url" href="/person/1a135e9dacfd0b251d72027ff6e0bc0c1/author/0"><span itemprop="name">A. Baier</span></a></span>, </span><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Zeyd Boukhers" itemprop="url" href="/person/1a135e9dacfd0b251d72027ff6e0bc0c1/author/1"><span itemprop="name">Z. Boukhers</span></a></span>, </span> and <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Steffen Staab" itemprop="url" href="/person/1a135e9dacfd0b251d72027ff6e0bc0c1/author/2"><span itemprop="name">S. Staab</span></a></span></span>. </span><span class="additional-entrytype-information">(<em><span>2021<meta content="2021" itemprop="datePublished"/></span></em>)<em>cite arxiv:2103.06727.</em></span>