46,049 research outputs found
Villes de Daniel Frank
No full textL'article décrit et commente les tableaux du peintre Daniel Frank qui représentent des villes où le peintre a vécu: Le Caire, Brooklin, Venise, Lausanne
Letter from Frank Chin
No full textA letter from Frank Chin arguing that their should be a day name after Japanese American activist James Omura, and describing the kind of celebration that should take place in his honor. The day Chin proposes in November 27th, Omura's birthday.These materials are from box 73 and 74 of the Frank Chin Papers. The Frank Chin Papers contain personal and professional correspondence between Frank Chin and Michi Weglyn relating to particular projects on which either author was working as well as files related to the Day of Remembrance Tribute to Michi Weglyn
Letter from [Frank] Chin to Paul [Tsuneishi], December 23, 1997
No full textA letter to Paul [Tsuneishi] from [Frank] Chin about planning the speakers and the media outreach for "Michi Day," the event to celebrate author Michi Weglyn and her book "Years of Infamy."These materials are from box 73 and 74 of the Frank Chin Papers. The Frank Chin Papers contain personal and professional correspondence between Frank Chin and Michi Weglyn relating to particular projects on which either author was working as well as files related to the Day of Remembrance Tribute to Michi Weglyn
Coupled mass-spring-damper system for nonlinear system identification - actuated with random static inputs - synthetically generated
No full textOverview
This dataset contains input-output data of a coupled mass-spring-damper system with a nonlinear force profile. The data was generated with statesim [1], a python package for simulating linear and nonlinear ODEs, for the system coupled-msd. The configuration .json files for the corresponding datasets (in-distribution and out-of-distribution) can be found in the respective folders. After creating the dataset, the files are stored in the raw folder. Then, they are split into subsets for training, testing, and validation and can be found in the processed folder; details about the splitting are found in the config.json file.
The dataset can be used to test system identification algorithms and methods that aim to identify nonlinear dynamics from input-output measurements. The training dataset is used to optimize the model parameters, the validation set for hyperparameter optimization, and the test set only for the final evaluation.
In [2], the authors use the same underlying dynamics to create their dataset.
Input generation
Input trajectories are piecewise constant trajectories.
Noise
Gaussian white noise of approximately 30dB is added at the output.
Statistics
The input and output size is one.
In-distribution data: 1,500,000 data points
Training: 120 trajectories of length 7500
Validation: 20 trajectories of length 7500
Test: 60 trajectories of length 7500
Out-of-distribution data: 10 times 3000 data points
10 different datasets were only used for testing. Each dataset contains 50 trajectories of length 6000.
References
Frank, D. statesim [Computer software]. https://github.com/Dany-L/statesim
Revay, M., Wang, R., & Manchester, I. R. (2020). A convex parameterization of robust recurrent neural networks. IEEE Control Systems Letters, 5(4), 1363-1368.
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Damped pendulum for nonlinear system identification - inputs are sampled from a multivariate-normal distribution - synthetically generated
No full textOverview
This dataset contains input-output data of a damped nonlinear pendulum that is actuated at the mounting point. The data was generated with statesim [1], a python package for simulating linear and nonlinear ODEs, for the system actuated pendulum. The configuration .json files for the corresponding datasets (in-distribution and out-of-distribution) can be found in the respective folders. After creating the dataset, the files are stored in the raw folder. Then, they are split into subsets for training, testing, and validation and can be found in the processed folder; details about the splitting are found in the config.json file.
The dataset can be used to test system identification algorithms and methods that aim to identify nonlinear dynamics from input-output measurements. The training dataset is used to optimize the model parameters, the validation set for hyperparameter optimization, and the test set only for the final evaluation.
In [2], the authors used the same underlying dynamics to create their dataset but without damping terms.
Input generation
Input trajectories are sampled from a multivariate-normal distribution.
Noise
Gaussian white noise of approximately 30dB is added at the output.
Statistics
The input and output size is one.
In-distribution data: 2 100 000 data points
Training: 10 000 trajectories of length 150
Validation: 2 000 trajectories of length 150
Test: 2 000 trajectories of length 150
Out-of-distribution data: 7 times 100 000 data points
7 different datasets were only used for testing. Each dataset contains 200 trajectories of length 500.
References
Frank, D. statesim [Computer software]. https://github.com/Dany-L/statesim
Lu, L., Jin, P., Pang, G., Zhang, Z., & Karniadakis, G. E. (2021). Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators. Nature machine intelligence, 3(3), 218-229.
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Letter from Frank Chin to Dale [Minami], December 7, 1997
No full textA letter from Frank Chin to Dale [Minami] thanking him for sending a VHS clip for "Michi Day." Chin devotes the bulk of the letter to a proposal for creating a bell, that would be made of pieces of metal from incarceration camps, to celebrate Japanese American redress.These materials are from box 73 and 74 of the Frank Chin Papers. The Frank Chin Papers contain personal and professional correspondence between Frank Chin and Michi Weglyn relating to particular projects on which either author was working as well as files related to the Day of Remembrance Tribute to Michi Weglyn
Letter from [Frank] Chin to David
No full textA letter from [Frank] Chin to David about buying space for a classified ad in the New York Times Sunday Book Review, that will mention the tribute to Michi Weglyn in February of 1998. The purpose of the ad is to solicit "photos and artifacts depicting the different phases of Michi's life." Chin writes that the materials will be used in"Yosh Kurimoya's Michi Show" at the event.These materials are from box 73 and 74 of the Frank Chin Papers. The Frank Chin Papers contain personal and professional correspondence between Frank Chin and Michi Weglyn relating to particular projects on which either author was working as well as files related to the Day of Remembrance Tribute to Michi Weglyn
Letter from [Frank Chin] to Momo and Lawson, January 21, 1998
No full textA letter to Momo and Lawson, possibly from Frank Chin, about a performance of the story Kaguya Hime, princess of the moon in Japanese folklore. The purpose of the performance is to drum up interest for the children's storytelling event that would be part of the tribute to Michi Weglyn on February 21, 1998.These materials are from box 73 and 74 of the Frank Chin Papers. The Frank Chin Papers contain personal and professional correspondence between Frank Chin and Michi Weglyn relating to particular projects on which either author was working as well as files related to the Day of Remembrance Tribute to Michi Weglyn
The Frank and Mollie Smith Family History
No full textThis book discusses the Frank and Mollie Smith family and their descendents
Letter from Daniel K. Inouye, United States Senator to Minoru Frank Saito, August 24, 1989
No full textA copied letter from Daniel K. Inouye, United States Senator to Minoru Frank Saito regarding funding for the Civil Liberties Act of 1988
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