Zobrazeno 1 - 10
of 94
pro vyhledávání: '"Shakeri, Heman"'
Autor:
Tavasoli, Ali, Shakeri, Heman
This paper examines the use of operator-theoretic approaches to the analysis of chaotic systems through the lens of their unstable periodic orbits (UPOs). Our approach involves three data-driven steps for detecting, identifying, and stabilizing UPOs.
Externí odkaz:
http://arxiv.org/abs/2310.12156
Autor:
Shakeri, Heman
Doctor of Philosophy
Department of Electrical and Computer Engineering
Pietro Poggi-Corradini
Caterina M. Scoglio
The modulus of a family of walks quantifies the richness of the family by favoring having many short walks over a fe
Department of Electrical and Computer Engineering
Pietro Poggi-Corradini
Caterina M. Scoglio
The modulus of a family of walks quantifies the richness of the family by favoring having many short walks over a fe
Externí odkaz:
http://hdl.handle.net/2097/35593
Electricity load forecasting is crucial for effectively managing and optimizing power grids. Over the past few decades, various statistical and deep learning approaches have been used to develop load forecasting models. This paper presents an interpr
Externí odkaz:
http://arxiv.org/abs/2304.07832
We propose a fold change visualization that demonstrates a combination of properties from log and linear plots of fold change. A useful fold change visualization can exhibit: (1) readability, where fold change values are recoverable from datapoint po
Externí odkaz:
http://arxiv.org/abs/2303.10829
Scientific experiments study interventions that show evidence of an effect size that is meaningfully large, negligibly small, or inconclusively broad. Previously, we proposed contra-analysis as a decision-making process to help determine which interv
Externí odkaz:
http://arxiv.org/abs/2303.09428
Autor:
Fazli, Mehrdad, Shakeri, Heman
The outburst of COVID-19 in late 2019 was the start of a health crisis that shook the world and took millions of lives in the ensuing years. Many governments and health officials failed to arrest the rapid circulation of infection in their communitie
Externí odkaz:
http://arxiv.org/abs/2212.08798
At every phase of scientific research, scientists must decide how to allocate limited resources to pursue the research inquiries with the greatest potential. This prioritization dictates which controlled interventions are studied, awarded funding, pu
Externí odkaz:
http://arxiv.org/abs/2210.04867
With limited resources, scientific inquiries must be prioritized for further study, funding, and translation based on their practical significance: whether the effect size is large enough to be meaningful in the real world. Doing so must evaluate a r
Externí odkaz:
http://arxiv.org/abs/2205.12958
Autor:
Wolfe, Cecily, Feng, Yayi, Chen, David, Purcell, Edwin, Talkington, Anne, Dolatshahi, Sepideh, Shakeri, Heman
The cellular composition of the tumor microenvironment can directly impact cancer progression and the efficacy of therapeutics. Understanding immune cell activity, the body's natural defense mechanism, in the vicinity of cancerous cells is essential
Externí odkaz:
http://arxiv.org/abs/2205.01187
Autor:
Coleman, Walter, Johann, Ben, Pasternak, Nicholas, Vellayan, Jaya, Foutz, Natasha, Shakeri, Heman
With everyone trying to enter the real estate market nowadays, knowing the proper valuations for residential and commercial properties has become crucial. Past researchers have been known to utilize static real estate data (e.g. number of beds, baths
Externí odkaz:
http://arxiv.org/abs/2205.01180