Michael Köhler - Publications, H-index & Citations

Michael Köhler

Technical University of Darmstadt

42H指数

426论文数

8.1K被引数

收录论文 30

发表时间

Impacts of forest management on the inter-annual variability of forest microclimate 森林管理对森林微气候年际变异的影响

European Journal of Forest Research

IF2.7

2026-02-19

PREAI

Kim K. Weißing; Kerstin Pierick; Roman M. Link; Michael Köhler; Martin Ehbrecht

Rate of convergence of over-parametrized deep neural network regression estimates learned by stochastic gradient descent 随机梯度下降学习过参数化深度神经网络回归估计的收敛速率

Annals of the Institute of Statistical Mathematics

IF0.6

2026-01-01

PREAI

Kohler, Michael; Krzyzak, Adam

Analysis of the expected L2 error of an over-parametrized deep neural network estimate learned by gradient descent without regularization 分析未经正则化的梯度下降学习得到的高参数深度神经网络估计的预期L2误差

Electronic Journal of Statistics

IF1.3

2026-01-01

PREAI

Drews, Selina; Kohler, Michael

Regularized Over-Parametrized Neural Networks Learned by Gradient Descent Can Generalize Well

IEEE Transactions on Information Theory

IF2.9

2025-11-01

PREAI

Kohler, Michael; Krzyzak, Adam

Surface Acoustic Wave (SAW) force myography sensor for muscle force output identification☆用于肌力输出识别的声表面波 (SAW) 肌力描记传感器 ☆

SENSORS AND ACTUATORS A-PHYSICAL

IF4.9

2024-12-01

PREAI

Kohler, Michael C.; Voiculescu, Ioana; Li, Fang

Use and outcome of TIPS in hospitalized patients in Germany: A Nationwide study (2007-2018)

HEPATOLOGY COMMUNICATIONS

IF4.6

2023-10-01

OAAI

Gu, Wenyi; Zeleke, Yasmin; Hortlik, Hannah; Schaaf, Louisa; Uschner, Frank E.; Schulz, Martin; Tischendorf, Michael; Peiffer, Kai-Henrik; Brol, Maximilian Joseph; Kimmann, Markus; Vogl, Thomas; Koehler, Michael; Meyer, Carsten; Gerbes, Alexander; Roessle, Martin; Laleman, Wim; Zipprich, Alexander; Steib, Christian; Praktiknjo, Michael; Trebicka, Jonel

Software Defined Radio-Based Wireless Sensing System 基于软件无线电的无线传感系统

SENSORS

IF3.5

2022-08-26

OAAI

Xu, Yihan; Amineh, Reza K.; Dong, Ziqian; Li, Fang; Kirton, Kayla; Kohler, Michael

ON THE RATE OF CONVERGENCE OF FULLY CONNECTED DEEP NEURAL NETWORK REGRESSION ESTIMATES

ANNALS OF STATISTICS

IF3.7

2021-08-01

OAAI

Kohler, Michael; Langer, Sophie

Global patterns and climatic controls of forest structural complexity 森林结构复杂性的全球格局和气候控制

NATURE COMMUNICATIONS

IF15.7

2021-01-22

163

OAAI

Ehbrecht, Martin; Seidel, Dominik; Annighoefer, Peter; Kreft, Holger; Koehler, Michael; Zemp, Delphine Clara; Puettmann, Klaus; Nilus, Reuben; Babweteera, Fred; Willim, Katharina; Stiers, Melissa; Soto, Daniel; Boehmer, Hans Juergen; Fisichelli, Nicholas; Burnett, Michael; Juday, Glenn; Stephens, Scott L.; Ammer, Christian

Telehealth mitigates COPD disease progression compared to standard of care: a randomized controlled crossover trial

JOURNAL OF INTERNAL MEDICINE

IF9.2

2021-01-11

OAAI

Rassouli, F.; Germann, A.; Baty, F.; Kohler, M.; Stolz, D.; Thurnheer, R.; Brack, T.; Kaehler, C.; Widmer, S.; Tschirren, U.; Sievi, N. A.; Tamm, M.; Brutsche, M. H.

DISCUSSION OF: NONPARAMETRIC REGRESSION USING DEEP NEURAL NETWORKS WITH RELU ACTIVATION FUNCTION

ANNALS OF STATISTICS

IF3.7

2020-08-01

OAAI

Kohler, Michael; Langer, Sophie

ON DEEP LEARNING AS A REMEDY FOR THE CURSE OF DIMENSIONALITY IN NONPARAMETRIC REGRESSION

ANNALS OF STATISTICS

IF3.7

2019-08-01

163

OAAI

Bauer, Benedikt; Kohler, Michael

Information on new drugs at market entry: retrospective analysis of health technology assessment reports versus regulatory reports, journal publications, and registry reports

BMJ-BRITISH MEDICAL JOURNAL

IF42.7

2015-02-26

OAAI

Koehler, Michael; Haag, Susanne; Biester, Katharina; Brockhaus, Anne Catharina; McGauran, Natalie; Grouven, Ulrich; Koelsch, Heike; Seay, Ulrike; Hoern, Helmut; Moritz, Gregor; Staeck, Kerstin; Wieseler, Beate

Polarized Multichannel Transmit MRI to Reduce Shading near Metal Implants 极化多通道传输MRI以减少金属植入物附近的阴影

MAGNETIC RESONANCE IN MEDICINE

IF3

2015-02-13

OAAI

Bachschmidt, Theresa J.; Koehler, Michael; Nistler, Juergen; Geppert, Christian; Jakob, Peter M.; Nittka, Mathias

Soil water uptake by trees using water stable isotopes (δ2H and δ18O)-a method test regarding soil moisture, texture and carbonate

PLANT AND SOIL

IF4.1

2013-11-30

122

PREAI

Meissner, Meik; Koehler, Michael; Schwendenmann, Luitgard; Hoelscher, Dirk; Dyckmans, Jens

Improvements to the compressed-sample (CS) technique for MALDI-TOF mass spectrometry

ANALYTICAL AND BIOANALYTICAL CHEMISTRY

IF3.8

2012-12-12

PREAI

Hyzak, Lukas; Giese, Susanne; Kling, Hans-Willi; Wulf, Volker; Melchior, David; Koehler, Michael; Schmitz, Oliver J.

Analysis of fatty alcohol derivatives with comprehensive two-dimensional liquid chromatography coupled with mass spectrometry

JOURNAL OF CHROMATOGRAPHY A

IF4

2012-12-01

PREAI

Elsner, Victoria; Laun, Sabrina; Melchior, David; Koehler, Michael; Schmitz, Oliver J.

Quantitative Matrix-Assisted Laser Desorption Ionization-Time-of-Flight Mass Spectrometry Analysis of Synthetic Polymers and Peptides

ANALYTICAL CHEMISTRY

IF6.7

2011-11-15

PREAI

Hyzak, Lukas; Moos, Rebecca; von Rath, Friederike; Wulf, Volker; Wirtz, Michaela; Melchior, David; Kling, Hans-Willi; Koehler, Michael; Gaeb, Siegmar; Schmitz, Oliver J.

Analysis of the rate of convergence of least squares neural network regression estimates in case of measurement errors

NEURAL NETWORKS

IF6.3

2011-04-01

PREAI

Kohler, Michael; Mehnert, Jens

Throughfall reduction in a cacao agroforest: tree water use and soil water budgeting

AGRICULTURAL AND FOREST METEOROLOGY

IF5.7

2010-07-15

PREAI

Koehler, Michael; Schwendenmann, Luitgard; Hoelscher, Dirk

研究方向