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- Description:
- Perhaps because of the influence of the central limit theorem, it is common for scientists to assume distributions in the real world are singly peaked and unimodal. However, many quantities in nature are actually better represented by multimodal distributions. One must provide an explanation for this disconnect between the central...
- Keyword:
- Multimodality, Ecology, Economics, Dynamical Systems, Applied Mathematics, and Coupled Oscillators
- Subject:
- Ecology, Applied mathematics, and Economics
- Creator:
- Johnson, Joseph Davis
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:15298 and etdadmin_upload_765238
-
- Description:
- In this dissertation we study the connections over principal bundles in dimension four with bounded Yang-Mills energy, and present a new result on the existence a global Coulomb gauge with estimate in optimal space. To be precise, let $A$ be a $W^{1,2}$-connection on a principal $\text{SU}(2)$-bundle $P$ over a smooth...
- Subject:
- Mathematics
- Creator:
- Wang, Yu
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:15190 and etdadmin_upload_755300
-
- Description:
- Autonomous trucks (ATs) are envisioned to potentially revolutionize the logistics sector. The integration of autonomous trucks into the overall truck fleet will impact industry regulations and ease driver-related challenges. It also has the potential to improve road safety and reduce carrier costs. There is an extensive body of literature on...
- Keyword:
- Less-than-truckload, Freight, Automation, Daily load planning, Service Network Design, and Autonomous Trucks
- Subject:
- Transportation
- Creator:
- Al Hajj Hassan, Lama
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:15126 and etdadmin_upload_743927
-
- Description:
- This multi-study dissertation explores experiences of music education for students with disabilities with a particular focus on students with autism spectrum disorder (ASD). It is comprised of three distinct papers including two qualitative studies and a literature review. In the first study, I collaborated with Dr. Sarah J. Bartolome to...
- Keyword:
- Students with Disabilities, Music Education, Autism Spectrum Disorder, Ethnography, and Multiple Case Study
- Subject:
- Music education
- Creator:
- Draper, Amanda Ruth
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- etdadmin_upload_765626 and http://dissertations.umi.com/northwestern:15304
-
- Description:
- Interfacial effects play a critical role in perturbing the properties of polymeric materials. The average properties of polymer materials with substantial specific interfacial area, e.g., ultrathin films, nanorods, and polymer nanocomposites, often deviate significantly from the bulk responses. Much of the past research has focused on systems in which free...
- Keyword:
- Polymer Nanocomposites, Nanoconfinement effects, Interfacial Effects, and Polymer Thin films
- Subject:
- Chemical engineering
- Creator:
- Wei, Tong
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- etdadmin_upload_751511 and http://dissertations.umi.com/northwestern:15170
-
- Description:
- Volunteer-based physical crowdsourcing systems connect individuals to make unique contributions to solve local and communal problems and enable new services. A key challenge in enabling such systems is attracting enough willing volunteers who can make useful contributions to achieve desired system goals. While most volunteer-based systems provide volunteers flexibility to...
- Subject:
- Computer science
- Creator:
- Kim, Yongsung
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:15338 and etdadmin_upload_772442
-
- Description:
- A fundamental understanding of the photophysics involved in solar energy capture and conversion is crucial to the development of carbon-neutral energy technologies. Taking inspiration from nature, the photosynthetic reaction center (PSRC) is often modeled by simpler versions of its elements to allow for better control over the system and for...
- Subject:
- Chemistry
- Creator:
- Coleman, Adam
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:15363 and etdadmin_upload_776066
-
- Description:
- Structural colors originate from the interaction between the incident light and a surface with periodic submicron structures. They enable the creation of a spectrum of nonfading colors, potentially replacing toxic metal oxides and conjugated organic pigments. However, significant challenges remain, including lack of contrast needed for the complete gamut of...
- Subject:
- Materials Science
- Creator:
- Hu, Ziying
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:15354 and etdadmin_upload_774230
-
- Description:
- Algorithmically-driven social platforms present a challenge for self-presentation and identity management by obscuring audiences behind algorithmic mechanisms. Users are increasingly aware of this and actively adapting through folk theorization, but we do not know how users are coping with the constant change endemic to these platforms. We also do not...
- Keyword:
- human computer interaction, folk theorization, lbgtq, folk theories, and algorithmic literacy
- Subject:
- Cognitive psychology, Information science, and Computer science
- Creator:
- DeVito, Michael Ann
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- etdadmin_upload_779819 and http://dissertations.umi.com/northwestern:15378
-
- Description:
- In this thesis we study two problems, one in unsupervised learning - k-means clustering and the other in a supervised learning setting with the presence of adversarial perturbations. We do a beyond-worst case style analysis and show that in either case instances that are resilient to adversarial perturbations are also...
- Keyword:
- Clustering, Margin Conditions, and Adversarial Learning
- Subject:
- Computer science
- Creator:
- Dutta, Abhratanu
- Owner:
- Scholarly Digital Publishing
- Language:
- en
- Date Uploaded:
- 02/01/2021
- Date Created:
- 2020-01-01
- Resource Type:
- Dissertation
- Alternate Identifier:
- http://dissertations.umi.com/northwestern:15301 and etdadmin_upload_765296