What is he best known for?
The fields of study he is best known for:
- Topology
- Artificial intelligence
- Statistics
John Harer spends much of his time researching Combinatorics, Mapping class group, Piecewise linear function, Quantitative trait locus and Moduli space.
In general Combinatorics, his work in Combinatorial algorithms is often linked to All critical points linking many areas of study.
His study in the field of Piecewise linear manifold also crosses realms of Structural integrity.
His Moduli space study combines topics from a wide range of disciplines, such as Mathematical analysis, Euler characteristic, Quotient and Homology.
John Harer interconnects Orbifold, Isotopy, Contractible space, Pure mathematics and Moduli of algebraic curves in the investigation of issues within Mathematical analysis.
His Homology research integrates issues from Cohomological dimension, Euclidean space and Topology.
His most cited work include:
- Computational Topology: An Introduction (1334 citations)
- Stability of Persistence Diagrams (856 citations)
- The Euler characteristic of the moduli space of curves (636 citations)
What are the main themes of his work throughout his whole career to date?
His main research concerns Pure mathematics, Discrete mathematics, Combinatorics, Artificial intelligence and Topology.
Pure mathematics is represented through his Moduli space and Homology research.
John Harer has included themes like Mapping class group and Mathematical analysis, Euler characteristic, Riemann surface in his Moduli space study.
His studies deal with areas such as Piecewise linear function, Relative homology, Wasserstein metric and Cellular homology as well as Discrete mathematics.
As a part of the same scientific family, he mostly works in the field of Combinatorics, focusing on Morse theory and, on occasion, Combinatorial algorithms.
His biological study spans a wide range of topics, including Computational complexity theory and Point.
He most often published in these fields:
- Pure mathematics (19.54%)
- Discrete mathematics (19.54%)
- Combinatorics (19.54%)
What were the highlights of his more recent work (between 2016-2021)?
- Artificial intelligence (14.94%)
- Pattern recognition (9.20%)
- Point cloud (6.90%)
In recent papers he was focusing on the following fields of study:
The scientist’s investigation covers issues in Artificial intelligence, Pattern recognition, Point cloud, Feature and Curse of dimensionality.
In his research, Topological data analysis, Topology and Feature extraction is intimately related to Machine learning, which falls under the overarching field of Artificial intelligence.
His Topological data analysis study integrates concerns from other disciplines, such as Persistent homology, Structure, Cover and Vectorization.
His work deals with themes such as Feature, Deep learning, Invariant and Bayesian probability, which intersect with Topology.
His Pattern recognition study incorporates themes from Entropy and Euclidean space.
The various areas that John Harer examines in his Feature study include Tracking system, Data stream mining and Image warping.
Between 2016 and 2021, his most popular works were:
- Guidelines for Genome-Scale Analysis of Biological Rhythms (100 citations)
- Implementation of a Pooled Surveillance Testing Program for Asymptomatic SARS-CoV-2 Infections on a College Campus - Duke University, Durham, North Carolina, August 2-October 11, 2020. (17 citations)
- An intrinsic oscillator drives the blood stage cycle of the malaria parasite Plasmodium falciparum. (17 citations)
In his most recent research, the most cited papers focused on:
- Topology
- Artificial intelligence
- Statistics
John Harer mainly investigates Cell biology, Parasite hosting, Circadian clock, Plasmodium and Plasmodium falciparum.
Cell biology and Period are frequently intertwined in his study.
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