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"Ruggles, T"
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Microstructure Clones
by
Lim, H.
,
Ruggles, T.
,
Aragon, N.
in
Biomedical Engineering and Bioengineering
,
Characterization and Evaluation of Materials
,
Control
2025
Background
A material’s microstructure drives its material performance. Contemporary crystal plasticity experiments compare full-field strain measurements of polycrystal specimens to models. Because each specimen is unique, it is impossible to know which features of the observed deformation are deterministic vs statistical; thus, differences between model and experiment may or may not be significant.
Objective
This paper introduces the invention of microstructure clones. Microstructure clones are 2D oligocrystal specimens that have nearly identical microstructures to remedy the aforementioned experimental limitations. Having specimens with nearly identical microstructures will allow for multiple destructive tests of a microstructure (either as repeats or intentionally different experiments), an ability to “see the future” by providing insight into how a specimen will deform, variability quantification, and experimental investigations of response to small microstructural changes.
Methods
This work introduces microstructure clones. Repeatability of these clones is demonstrated in tensile bars of pure nickel. Local strain measurements from digital image correlation are compared between clone specimens and compared to results from a crystal plasticity finite element model.
Results
Two sets of microstructure clones were tested in this study and displayed very consistent deformation responses within each clone set. Small observed differences in deformation invite investigation into microstructure stochasticity and the effect of small microstructural and loading differences.
Conclusions
Microstructure clones represent a significant shift in understanding structure–property relationships. This work reshapes experimental crystal plasticity to allow for experiments that control for specific variables, quantification of microstructural stochasticity (and other sources of stochasticity), and opportunities for replicating experiments.
Journal Article
Development of Optimal Multiscale Patterns for Digital Image Correlation via Local Grayscale Variation
2018
In many applications of digital image correlation (DIC), it is advantageous to have measurements at multiple scales. Because it is rare to have natural features that can be used for DIC at multiple magnifications, an appropriately multiscale DIC pattern is needed. This work develops a multiscale DIC pattern that (1) contains features appropriate for both high and low magnification, (2) does not need to know the location of high magnification a priori, and (3) does not require specialized DIC equipment beyond what is necessary to achieve the two magnifications. The pattern is developed based on an optimization framework that minimizes expected DIC error while constraining sub-regions of the pattern to biased average grayscale values. The inclusion of local grayscale biases in the pattern has the effect of introducing resolvable features at a length scale much larger than the speckles of which the pattern is composed. Numerical and physical experiments were performed to illustrate the functionality and utility of the designed patterns. Notable among the findings is the trade off between DIC accuracy at the two scales and how it is controlled by grayscale bias.
Journal Article
Sputter-Deposited Mo Thin Films: Characterization of Grain Structure and Monte Carlo Simulations of Sputtered Atom Energies and Incidence Angles
2025
Multimodal datasets for materials provide the large amount of information needed for expediting the discovery of process–structure–property relationships important to materials performance. In this Data Descriptor article, we describe a dataset for magnetron-sputtered molybdenum thin films. The dataset is taken from 27 unique depositions that vary sputter power and argon sputter pressure. High-angle annular dark field and bright-field cross-section transmission electron micrographs were obtained from films produced in each of the depositions. Automated crystal orientation mapping was used to derive inverse pole figures from the imaged areas covering hundreds of grains, and MTEX, a MATLAB toolbox for analyzing crystallographic textures, extracted statistics of the grain sizes and tilt
.
Additionally, the binary-collision Monte Carlo computer program SIMTRA was used to simulate aspects of film deposition. SIMTRA monitors the gas-phase transport effects on the energy and angular distributions of the arriving metal species as a function of the process parameters. The SIMTRA simulations accounted for sample rotation in a true planetary configuration wherein substrates passed repeatedly under a 200-mm-diameter cathode in a sputter-down, co-planar geometry. For the predicted angle of incidence and energy, probability density functions, uniformity maps, and average quantities are reported for different sputter powers, Ar pressures, and working distances. Overall, the described dataset provides opportunities for examining process–structure relationships. The entirety of this data is committed to a public repository in the materials data facility.
Journal Article
Measurement of the inelastic proton-proton cross section at s=13 TeV
by
Thapa, K.
,
Huang, T.
,
Peiffer, T.
in
Classical and Quantum Gravitation
,
Cross-sections
,
Elementary Particles
2018
A
bstract
A measurement of the inelastic proton-proton cross section with the CMS detector at a center-of-mass energy of
s
=
13
TeV is presented. The analysis is based on events with energy deposits in the forward calorimeters, which cover pseudorapidities of −6
.
6
< η <
−3
.
0 and +3
.
0
< η <
+5
.
2. An inelastic cross section of 68
.
6 ± 0
.
5(syst) ± 1
.
6(lumi) mb is obtained for events with
M
X
>
4
.
1 GeV and/or
M
Y
>
13 GeV, where
M
X
and
M
Y
are the masses of the diffractive dissociation systems at negative and positive pseudorapidities, respectively. The results are compared with those from other experiments as well as to predictions from high-energy hadron-hadron interaction models.
Journal Article
Search for production of four top quarks in final states with same-sign or multiple leptons in proton–proton collisions at s=13TeV
2020
The standard model (SM) production of four top quarks (
t
t
¯
t
t
¯
) in proton–proton collisions is studied by the CMS Collaboration. The data sample, collected during the 2016–2018 data taking of the LHC, corresponds to an integrated luminosity of 137
fb
-
1
at a center-of-mass energy of 13
TeV
. The events are required to contain two same-sign charged leptons (electrons or muons) or at least three leptons, and jets. The observed and expected significances for the
t
t
¯
t
t
¯
signal are respectively 2.6 and 2.7 standard deviations, and the
t
t
¯
t
t
¯
cross section is measured to be
12
.
6
-
5.2
+
5.8
fb
. The results are used to constrain the Yukawa coupling of the top quark to the Higgs boson,
y
t
, yielding a limit of
|
y
t
/
y
t
SM
|
<
1.7
at
95
%
confidence level, where
y
t
SM
is the SM value of
y
t
. They are also used to constrain the oblique parameter of the Higgs boson in an effective field theory framework,
H
^
<
0.12
. Limits are set on the production of a heavy scalar or pseudoscalar boson in Type-II two-Higgs-doublet and simplified dark matter models, with exclusion limits reaching 350–470
GeV
and 350–550
GeV
for scalar and pseudoscalar bosons, respectively. Upper bounds are also set on couplings of the top quark to new light particles.
Journal Article
Search for narrow and broad dijet resonances in proton-proton collisions at s=13 TeV and constraints on dark matter mediators and other new particles
by
Thapa, K.
,
Huang, T.
,
Peiffer, T.
in
Beyond Standard Model
,
Bosons
,
Classical and Quantum Gravitation
2018
A
bstract
Searches for resonances decaying into pairs of jets are performed using proton-proton collision data collected at
s
=
13
TeV corresponding to an integrated luminosity of up to 36 fb
−1
. A low-mass search, for resonances with masses between 0.6 and 1.6 TeV, is performed based on events with dijets reconstructed at the trigger level from calorimeter information. A high-mass search, for resonances with masses above 1.6 TeV, is performed using dijets reconstructed offline with a particle-flow algorithm. The dijet mass spectrum is well described by a smooth parameterization and no evidence for the production of new particles is observed. Upper limits at 95% confidence level are reported on the production cross section for narrow resonances with masses above 0.6 TeV. In the context of specific models, the limits exclude string resonances with masses below 7.7 TeV, scalar diquarks below 7.2 TeV, axigluons and colorons below 6.1 TeV, excited quarks below 6.0 TeV, color-octet scalars below 3.4 TeV, W
′
bosons below 3.3 TeV, Z
′
bosons below 2.7 TeV, Randall-Sundrum gravitons below 1.8 TeV and in the range 1.9 to 2.5 TeV, and dark matter mediators below 2.6 TeV. The limits on both vector and axial-vector mediators, in a simplified model of interactions between quarks and dark matter particles, are presented as functions of dark matter particle mass and coupling to quarks. Searches are also presented for broad resonances, including for the first time spin-1 resonances with intrinsic widths as large as 30% of the resonance mass. The broad resonance search improves and extends the exclusions of a dark matter mediator to larger values of its mass and coupling to quarks.
Journal Article
Search for additional neutral MSSM Higgs bosons in the τ τ final state in proton-proton collisions at s=13 TeV
by
Thapa, K.
,
Huang, T.
,
Peiffer, T.
in
Bosons
,
Classical and Quantum Gravitation
,
Confidence intervals
2018
A
bstract
A search is presented for additional neutral Higgs bosons in the
τ τ
final state in proton-proton collisions at the LHC. The search is performed in the context of the minimal supersymmetric extension of the standard model (MSSM), using the data collected with the CMS detector in 2016 at a center-of-mass energy of 13 TeV, corresponding to an integrated luminosity of 35.9 fb
−1
. To enhance the sensitivity to neutral MSSM Higgs bosons, the search includes production of the Higgs boson in association with b quarks. No significant deviation above the expected background is observed. Model-independent limits at 95% confidence level (CL) are set on the product of the branching fraction for the decay into τ leptons and the cross section for the production via gluon fusion or in association with b quarks. These limits range from 18 pb at 90 GeV to 3.5 fb at 3.2 TeV for gluon fusion and from 15 pb (at 90 GeV) to 2.5 fb (at 3.2 TeV) for production in association with b quarks, assuming a narrow width resonance. In the
m
h
hod +
scenario these limits translate into a 95% CL exclusion of tan
β >
6 for neutral Higgs boson masses below 250 GeV, where tan
β
is the ratio of the vacuum expectation values of the neutral components of the two Higgs doublets. The 95% CL exclusion contour reaches 1.6 TeV for tan
β
= 60.
Journal Article
Measurements of differential Z boson production cross sections in proton-proton collisions at s = 13 TeV
by
Huang, T.
,
Grünendahl, S.
,
Tosi, N.
in
Classical and Quantum Gravitation
,
Elementary Particles
,
Hadron-Hadron scattering (experiments)
2019
A
bstract
Measurements are presented of the differential cross sections for Z bosons produced in proton-proton collisions at
s
= 13 TeV and decaying to muons and electrons. The data analyzed were collected in 2016 with the CMS detector at the LHC and correspond to an integrated luminosity of 35
.
9 fb
−
1
. The measured fiducial inclusive product of cross section and branching fraction agrees with next-to-next-to-leading order quantum chromodynamics calculations. Differential cross sections of the transverse momentum
p
T
, the optimized angular variable
ϕ
η
∗
, and the rapidity of lepton pairs are measured. The data are corrected for detector effects and compared to theoretical predictions using fixed order, resummed, and parton shower calculations. The uncertainties of the measured normalized cross sections are smaller than 0.5% for
ϕ
η
∗
<
0
.
5 and for
p
T
Z
<
50 GeV.
Journal Article
Charged-particle nuclear modification factors in PbPb and pPb collisions at sNN=5.02 TeV
by
Thapa, K.
,
Huang, T.
,
Peiffer, T.
in
Charged particles
,
Classical and Quantum Gravitation
,
Collisions
2017
A
bstract
The spectra of charged particles produced within the pseudorapidity window |
η
| < 1 at
s
N
N
=
5.02
TeV are measured using 404
μ
b
−1
of PbPb and 27.4 pb
−1
of pp data collected by the CMS detector at the LHC in 2015. The spectra are presented over the transverse momentum ranges spanning 0
.
5
< p
T
<
400 GeV in pp and 0
.
7
< p
T
<
400 GeV in PbPb collisions. The corresponding nuclear modification factor,
R
AA
, is measured in bins of collision centrality. The
R
AA
in the 5% most central collisions shows a maximal suppression by a factor of 7-8 in the
p
T
region of 6-9 GeV. This dip is followed by an increase, which continues up to the highest
p
T
measured, and approaches unity in the vicinity of
p
T
= 200 GeV. The
R
AA
is compared to theoretical predictions and earlier experimental results at lower collision energies. The newly measured pp spectrum is combined with the pPb spectrum previously published by the CMS collaboration to construct the pPb nuclear modification factor,
R
pA
, up to 120 GeV. For
p
T
>
20 GeV,
R
pA
exhibits weak momentum dependence and shows a moderate enhancement above unity.
Journal Article