Ex Tenebris Scientia https://langbein.org Frank C Langbein Wed, 25 Feb 2026 09:50:11 +0000 en-GB hourly 1 https://langbein.org/wp-content/uploads/2015/11/symmetry-150x150.png Ex Tenebris Scientia https://langbein.org 32 32 https://creativecommons.org/licenses/by-nc-sa/4.0/ 103224400 The Sim-to-Real Gap in MRS Quantification: A Systematic Deep Learning Validation for GABA https://langbein.org/mrsnetae/ Mon, 23 Feb 2026 20:36:36 +0000 https://langbein.org/?p=3673 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3673 High-Confidence Labelling of Pathology Reports using LLM-Based Unanimous Ensembles with Limited Data https://langbein.org/llm-label/ Sat, 21 Jun 2025 15:36:43 +0000 https://langbein.org/?p=3662 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3662 The Impact of Training Data on MRS Metabolite Quantification with Deep Learning https://langbein.org/ismrm2025/ Fri, 14 Feb 2025 13:37:39 +0000 https://langbein.org/?p=3633 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3633 Energy Landscape Shaping for Robust Control of Atoms in Optical Lattices https://langbein.org/atomnet-2/ Fri, 14 Feb 2025 10:34:31 +0000 https://langbein.org/?p=3625 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3625 Texture Feature Analysis for Classification of Early-Stage Prostate Cancer in mpMRI https://langbein.org/aiih2024/ Mon, 01 Jul 2024 13:49:18 +0000 https://langbein.org/?p=3578 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3578 Assessing and Enhancing the Robustness of Brain Tumor Segmentation using a Probabilistic Deep Learning Architecture https://langbein.org/ismrm2024/ Sat, 29 Jun 2024 15:39:01 +0000 https://langbein.org/?p=3560 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3560 LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation https://langbein.org/latup-net/ Wed, 03 Apr 2024 14:37:59 +0000 https://langbein.org/?p=3551 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3551 Metabolite Quantification with AI from MR Spectra https://langbein.org/cardiff-ucas-2024-01-29/ Mon, 29 Jan 2024 15:35:55 +0000 https://langbein.org/?p=3570 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3570 Robustness of Dynamic Quantum Control: Differential Sensitivity Bounds https://langbein.org/dyn-rob/ Sun, 31 Dec 2023 13:32:55 +0000 https://langbein.org/?p=3530 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3530 Robust Quantum Control in Closed and Open Systems: Theory and Practice https://langbein.org/robust-quanutm-control-survey/ Sun, 31 Dec 2023 11:42:16 +0000 https://langbein.org/?p=3525 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3525 Interview – Finding and Characterising Robust Quantum Controls https://langbein.org/interview-faculti-2023/ Thu, 02 Nov 2023 11:15:41 +0000 https://langbein.org/?p=3481 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3481 Quantification of Metabolites in Magnetic Resonance Spectra with Deep Learning – Insights from Training and Performance Evaluation on Simulated and Real Data https://langbein.org/talk-bmva-workshop-2023/ Tue, 12 Sep 2023 13:58:17 +0000 https://langbein.org/?p=3464 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3464 Disturbance-agnostic robust performance with structured uncertainties and initial state error in classical versus quantum oscillatory systems https://langbein.org/disturbance-agnostic-robust-performance-with-structured-uncertainties-and-initial-state-error-in-classical-versus-quantum-oscillatory-systems/ Tue, 09 May 2023 10:56:29 +0000 https://langbein.org/?p=3443 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3443 Control and Machine Learning for Magnetic Resonance Spectroscopy https://langbein.org/ficta2023/ Sun, 07 May 2023 13:45:51 +0000 https://langbein.org/?p=3439 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3439 Sample-efficient Model-based Reinforcement Learning for Quantum Control https://langbein.org/model-based-rl/ Sun, 07 May 2023 13:07:43 +0000 https://langbein.org/?p=3434 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3434 Robust, Trapped Ultracold Atom Interferometry For Six-axis Inertial Sensing https://langbein.org/robust-trapped-ultracold-atom-interferometry-for-six-axis-inertial-sensing/ Mon, 01 May 2023 00:42:10 +0000 https://langbein.org/?p=3630 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3630 BQIT:23 – Sample-efficient Model-based Reinforcement Learning for Quantum Control https://langbein.org/bqit23/ Mon, 10 Apr 2023 17:06:04 +0000 https://langbein.org/?p=3501 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3501 Analyzing and Unifying Robustness Measures for Excitation Transfer Control in Spin Networks https://langbein.org/cdc2023/ Sun, 19 Mar 2023 13:59:37 +0000 https://langbein.org/?p=3419 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3419 Energy Landscape Controllers for XX Spin Rings https://langbein.org/energy-landscape-controllers-for-xx-spin-rings/ Sun, 19 Mar 2023 13:12:21 +0000 https://langbein.org/?p=3415 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3415 Robustness of Energy Landscape Control to Dephasing https://langbein.org/analysis-dataset2/ Sun, 19 Mar 2023 12:38:13 +0000 https://langbein.org/?p=3409 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3409 Robustness of Energy Landscape Controllers for Spin Rings under Coherent Excitation Transport https://langbein.org/dataset1_analysis/ Fri, 03 Mar 2023 11:45:03 +0000 https://langbein.org/?p=3386 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3386 Time Domain Sensitivity of the Tracking Error https://langbein.org/log_sens/ Sat, 05 Nov 2022 13:49:15 +0000 https://langbein.org/?p=3347 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3347 Information Transfer in Spintronics Networks under Worst Case Uncertain Parameter Errors https://langbein.org/cdc2022b/ Fri, 26 Aug 2022 14:44:41 +0000 https://langbein.org/?p=3326 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3326 Applying Classical Control Techniques to Quantum Systems: Entanglement versus Stability Margin and other Limitations https://langbein.org/cdc2022a/ Fri, 29 Jul 2022 12:42:09 +0000 https://langbein.org/?p=3317 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3317 RobChar: Robust Characterisation of Quantum Controls and Control Algorithms https://langbein.org/robchar/ Fri, 22 Jul 2022 14:42:13 +0000 https://langbein.org/?p=3306 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3306