Philipp Dechent
Electrical and Electronic Engineering · 2012–2022
A researcher in the Science corpus: 4 papers; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Electrical and Electronic Engineering — 115 citations into it
- Automotive Engineering — 112 citations into it
Whom Philipp Dechent trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from Philipp Dechent's perspective
Ordered by how strongly the researchers Philipp Dechent trusts endorse each paper. Same corpus, a different order for every researcher.
- Long Short-Term Memory
- Degradation diagnostics for lithium ion cells
- An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks
- On the difficulty of training recurrent neural networks
- Remaining Useful Life Prediction for Lithium-Ion Battery: A Deep Learning Approach (IEEE Access)
- Gaussian Process Regression for In Situ Capacity Estimation of Lithium-Ion Batteries (IEEE Transactions on Industrial Informatics)
- A novel Gaussian process regression model for state-of-health estimation of lithium-ion battery using charging curve
- Characterization of high-power lithium-ion batteries by electrochemical impedance spectroscopy. I. Experimental investigation
- Production caused variation in capacity aging trend and correlation to initial cell performance
- A quick on-line state of health estimation method for Li-ion battery with incremental capacity curves processed by Gaussian filter
Their papers
- Development of a lifetime prediction model for lithium-ion batteries based on extended accelerated aging test data (2012) — 604 citations
- Online capacity estimation of lithium-ion batteries with deep long short-term memory networks (2021) — 309 citations
- Review—"Knees" in Lithium-Ion Battery Aging Trajectories (2022) — 373 citations
- Parameterization of a Physico-Chemical Model of a Lithium-Ion Battery I. Determination of Parameters (2015) — 248 citations