134 results on '"Geyer, Philipp"'
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2. Deep learning modeling in electricity load forecasting: Improved accuracy by combining DWT and LSTM
3. Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning demonstrated by energy-efficient building design
4. Machine learning in proton exchange membrane water electrolysis — A knowledge-integrated framework
5. Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets
6. Using causal inference to avoid fallouts in data-driven parametric analysis: A case study in the architecture, engineering, and construction industry
7. Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX
8. Profiling the human intestinal environment under physiological conditions
9. Noninvasive proteomic biomarkers for alcohol-related liver disease
10. A hybrid-model forecasting framework for reducing the building energy performance gap
11. Early-stage design support combining machine learning and building information modelling
12. A knowledge graph to interpret clinical proteomics data
13. Machine assistance in energy-efficient building design: A predictive framework toward dynamic interaction with human decision-making under uncertainty
14. Machine learning for early stage building energy prediction: Increment and enrichment
15. A New Parallel High-Pressure Packing System Enables Rapid Multiplexed Production of Capillary Columns
16. Ethical Principles, Constraints, and Opportunities in Clinical Proteomics
17. Plasma Proteomes Can Be Reidentifiable and Potentially Contain Personally Sensitive and Incidental Findings
18. Quick energy prediction and comparison of options at the early design stage
19. Multiparametric Assays for Accelerating Early Drug Discovery
20. Dynamic human liver proteome atlas reveals functional insights into disease pathways
21. The proteome landscape of the kingdoms of life
22. Plasma Proteome Profiling Reveals Dynamics of Inflammatory and Lipid Homeostasis Markers after Roux-En-Y Gastric Bypass Surgery
23. A Novel LC System Embeds Analytes in Pre-formed Gradients for Rapid, Ultra-robust Proteomics
24. Component-based machine learning for performance prediction in building design
25. Deep-learning neural-network architectures and methods: Using component-based models in building-design energy prediction
26. High‐resolution serum proteome trajectories in COVID‐19 reveal patient‐specific seroconversion
27. Quantum superposition of molecules beyond 25 kDa
28. Integrative analysis of cell state changes in lung fibrosis with peripheral protein biomarkers
29. Linking BIM and Design of Experiments to balance architectural and technical design factors for energy performance
30. Loss-less Nano-fractionator for High Sensitivity, High Coverage Proteomics
31. Proteome profiling in cerebrospinal fluid reveals novel biomarkers of Alzheimer's disease
32. Hybrid thermo-chemical district networks – Principles and technology
33. Application of clustering for the development of retrofit strategies for large building stocks
34. BoxCar acquisition method enables single-shot proteomics at a depth of 10,000 proteins in 100 minutes
35. Plasma Proteome Profiling to Assess Human Health and Disease
36. Plasma proteome profiling discovers novel proteins associated with non‐alcoholic fatty liver disease
37. Automated metamodel generation for Design Space Exploration and decision-making – A novel method supporting performance-oriented building design and retrofitting
38. Consistency across multi‐omics layers in a drug‐perturbed gut microbial community.
39. Pushing the mass limit for intact launch and photoionization of large neutral biopolymers
40. Rethinking of structural, scientific, and spiritual solutions for our relationship with the environment based on indigenous knowledge.
41. Systems modelling for sustainable building design
42. Parametric systems modeling for sustainable energy and resource flows in buildings and their urban environment
43. Immobility-associated thromboprotection is conserved across mammalian species from bear to human.
44. Proteomics reveals the effects of sustained weight loss on the human plasma proteome
45. Component-oriented decomposition for multidisciplinary design optimization in building design
46. Transparent Exploration of Machine Learning for Biomarker Discovery from Proteomics and Omics Data.
47. Multidisciplinary grammars supporting design optimization of buildings
48. Advances and Utility of the Human Plasma Proteome.
49. Molecular Origin of Blood‐Based Infrared Spectroscopic Fingerprints.
50. Plasma proteome profiles treatment efficacy of incretin dual agonism in diet‐induced obese female and male mice.
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