Forward Wave Research Articles

Design and Simulation Investigations of Dual-Band RBWO Using Sectional Slow Wave Structures for Long Pulse Generation

In this article, a relativistic backward wave oscillator (RBWO) with sectional slow wave structures (SWSs) has been designed to generate a long high-power microwave (HPM) pulse at two different frequencies. Two individual SWSs were cascaded using a drift section (drift section-II) that separated them at a sufficient distance to generate dual microwave frequencies. The first section of the SWS (SWS-I) has been designed to generate S-band frequency and the second section of the SWS (SWS-II) to generate C-band frequency. A rectangular resonant reflector (RR) has been used to reflect the backward traveling wave into a forward wave toward the collector. The drift section-II also acted as an RR for the C-band frequency in addition to make the phase adjustment between the backward and forward microwaves and end reflections of SWS-I. The performance of the dual-band RBWO with sectional SWSs has been studied through the particle-in-cell (PIC) simulation by a finite difference time domain (FDTD)-based numerical code. The present simulation predicted a total RF output power of ~600 MW in TM01 mode at ~3.6 and ~4.5 GHz with a power conversion efficiency of ~20% for an annular electron beam with voltage ~550 kV, developed current ~5.4 kA, and the guiding magnetic field of ~1.3 T. A clear and more stable RF output power up to 100 ns of simulation time at both operating frequencies was observed with a frequency difference (between S- and C-band) of ~0.9 GHz.

Inverse design of direction independent metamaterials to control longitudinal and transverse waves

Direction-independent elastic metamaterials that can control longitudinal and transverse elastic waves independently for nonlinear ultrasonic testing are designed using an inverse design approach by defining the time-dependent inverse problem. Forward finite element wave propagation models are solved inversely as multiple multi-objective design optimization problems using gradient-free algorithms. Suppressing the 2nd harmonics (2f) generated due to instrumentation during nonlinear ultrasonic testing is obtained by keeping the first objective as reducing only second harmonics without concentrating on the amplitude of the 1st harmonics, which is a necessary condition for ultrasonic testing, whereas almost all the inversely designed metamaterials take care of this condition due to intelligent selection of material combinations. The second objective is defined as reducing error due to the difference between a pulse with 1st (f) and 2nd (2f) harmonics and a delayed pulse with 1st harmonics (f), as well as maximizing the power of the output pulse by defining min-max multi-objective optimization problems.

Tailoring Instantaneous Time Mirrors for Time Reversal Focusing in Absorbing Media

The time reversal symmetry of the wave equation allows wave refocusing back at the source. However, this symmetry does not hold in lossy media. We present a new strategy to compensate wave amplitude losses due to attenuation. The strategy leverages the instantaneous time mirror (ITM) which generates reversed waves by a sudden disruption of the medium properties. We create a heterogeneous ITM whose disruption is unequal throughout the space to create waves of different amplitude. The time-reversed waves can then cope with different attenuation paths as typically seen in heterogeneous and lossy environments. We consider an environment with biological tissues and apply the strategy to a two-dimensional digital human phantom from the abdomen. A stronger disruption is introduced where forward waves suffer a history of higher attenuation, with a weaker disruption elsewhere. Computer simulations show heterogeneous ITM is a promising technique to improve time reversal refocusing in heterogeneous, lossy, and dispersive spaces.

Multiple internal resonances of rotating composite cylindrical shells under varying temperature fields

Composite cylindrical shells, as key components, are widely employed in large rotating machines. However, due to the frequency bifurcations and dense frequency spectra caused by rotation, the nonlinear vibration usually has the behavior of complex multiple internal resonances. In addition, the varying temperature fields make the responses of the system further difficult to obtain. Therefore, the multiple internal resonances of composite cylindrical shells with porosities induced by rotation with varying temperature fields are studied in this paper. Three different types of the temperature fields, the Coriolis forces, and the centrifugal force are considered here. The Hamilton principle and the modified Donnell nonlinear shell theory are used to obtain the equilibrium equations of the system, which are transformed into the ordinary differential equations (ODEs) by the multi-mode Galerkin technique. Thereafter, the pseudo-arclength continuation method, which can identify the regions of instability, is introduced to obtain the numerical results. The detailed parametric analysis of the rotating composite shells is performed. Multiple internal resonances caused by the interaction between backward and forward wave modes and the energy transfer phenomenon are detected. Besides, the nonlinear amplitude-frequency response curves are different under different temperature fields.

A universal coupling mechanism of respiratory complex I.

Complex I is the first enzyme in the respiratory chain, which is responsible for energy production in mitochondria and bacteria1. Complex I couples the transfer of two electrons from NADH to quinone and the translocation of four protons across the membrane2, but the coupling mechanism remains contentious. Here we present cryo-electron microscopy structures of Escherichia coli complex I (EcCI) in different redox states, including catalytic turnover. EcCI exists mostly in the open state, in which the quinone cavity is exposed to the cytosol, allowing access for water molecules, which enable quinone movements. Unlike the mammalian paralogues3, EcCI can convert to the closed state only during turnover, showing that closed and open states are genuine turnover intermediates. The open-to-closed transition results in the tightly engulfed quinone cavity being connected to the central axis of the membrane arm, a source of substrate protons. Consistently, the proportion of the closed state increases with increasing pH. We propose a detailed but straightforward and robust mechanism comprising a 'domino effect' series of proton transfers and electrostatic interactions: the forward wave ('dominoes stacking') primes the pump, and the reverse wave ('dominoes falling') results in the ejection of all pumped protons from the distal subunit NuoL. This mechanism explains why protons exit exclusively from the NuoL subunit and is supported by our mutagenesis data. We contend that this is a universal coupling mechanism of complex I and related enzymes.

Forward-wave enhanced radiation in the terahertz electron cyclotron maser

Based on the principle of electron cyclotron maser (ECM), gyrotrons are among the most promising devices to generate powerful coherent terahertz (THz) radiation and play a vital role in numerous advanced THz applications. Unfortunately, THz ECM systems using a conventional high-Q cavity were theoretically and experimentally demonstrated to suffer from strong ohmic losses, and, accordingly, the wave output efficiency was significantly reduced. A scheme to alleviate such a challenging problem is systematically investigated in this paper. The traveling-wave operation concept is employed in a 1-THz third harmonic gyrotron oscillator, which strengthens electron-wave interaction efficiency and reduces the ohmic dissipation, simultaneously. A lossy belt is added in the interaction circuit to stably constitute the traveling-wave interaction, and a down-tapered magnetic field is employed to further amplify the forward-wave (FW) component. The results demonstrate that the proportion of ohmic losses is nearly halved, and output efficiency is nearly doubled, which is promising for further advancement of high-power continuous-wave operation of the ECM-based devices.

Influence of sex and presence of cardiovascular risk factors on relations between cardiorespiratory fitness and cerebrovascular hemodynamics.

Cerebral hemodynamics and pulsatility are important mechanisms of cerebrovascular and brain health. Cardiorespiratory fitness may improve cerebrovascular pulsatility in healthy females, but not in males. Whether cardiovascular disease (CVD) risk factors modify sex-specific associations of fitness with cerebral hemodynamics and vascular contributors to cerebral hemodynamics is unknown. We assessed V̇o2peak and cerebrovascular hemodynamics in 157 adults without (42 ± 13 yr, BMI 24.5 ± 2.7 kg/m2), and 66 adults with modifiable CVD risk factors (54 ± 8 yr, BMI 29.9 ± 4.0 kg/m2). Intracranial [middle cerebral artery (MCA) pulsatility index (PI), mean velocity, conductance, and pulsatile damping] and extracranial hemodynamics [carotid artery wave transmission/reflection, PI, pulse wave velocity (PWV)-β, and carotid-femoral PWV] were assessed via transcranial Doppler/ultrasound and tonometry. Cardiorespiratory fitness was assessed via V̇o2peak during an incremental exercise test. Multiple regression was used to assess contributions of V̇o2peak to cerebrovascular outcomes after adjustment for relevant covariates. V̇o2peak was inversely associated with MCA PI among females (β = -0.39, P = 0.01) but not males (β = -0.16, P = 0.25) without CVD risk factors. V̇o2peak was positively associated with MCA PI among females (β = 0.44, P = 0.01) and not associated in males with CVD risk factors (β = -0.06, P = 0.079). V̇o2peak was beneficially associated with vascular contributors to cerebral hemodynamics but had sex-specific associations with carotid stiffness and pulse pressure in females without CVD risk factors only. These results suggest that sex-specific associations between fitness and cerebral pulsatility among females without CVD risk factors may relate to the differential effects of fitness on carotid stiffness and pulse pressure. In addition, the presence of modifiable CVD risk factors may influence the protective relations of fitness on cerebrovascular hemodynamics.NEW & NOTEWORTHY We identify beneficial associations between cardiorespiratory fitness and lower carotid stiffness and pulse pressure as potential mechanisms underlying sex-specific associations of fitness and cerebral pulsatility in females without modifiable risk factors. Greater fitness is beneficially associated with conductance, pulsatile damping, and forward wave energy among adults without risk factors; however, associations are attenuated among adults with modifiable risk factors. These data suggest sex and risk factors may alter cerebrovascular sensitivity to cardiorespiratory fitness.

Slow Surface Eigenmodes Directed by the Mu-Negative Metamaterial Slab

The paper presents the results of the study of slow surface electromagnetic waves directed along the flat mu-negative metamaterial slab surrounded by ordinary dielectric material. It is considered the case of isotropic and homogeneous metamaterial without losses. This metamaterial possesses the positive permittivity and the negative permeability over a definite frequency band. It is found that two surface modes of TE polarization can propagate along such waveguide structure. The dispersion properties, the spatial distribution of the electromagnetic field, as well as the phase and group velocities of these slow modes are studied. The first mode is a conventional forward wave, and has a lower frequency and lower phase velocity than the second mode. The second mode may have zero group velocity at a certain frequency. Characteristics of these surface modes for different values of the mu-negative slab parameters have been studied. The studied surface electromagnetic waves can be used for practical applications as in laboratory experiments, as in various technologies.

Impact Of Age On Aortic Pressure And Pressure Waves Responses To Metaboreflex Activation In Women

INTRODUCTION: Aging and hypertension are related to exaggerated peripheral blood pressure (BP) responses to exercise and metaboreflex activation (post-exercise muscle ischemia, PEMI). Postmenopausal (POST) women have greater risk of heart failure with preserved ejection fraction due to increased aortic pulsatile load on the left ventricle induced by increased systolic BP (SBP) and decreased diastolic BP (DBP) at rest. Age-related aortic stiffening augments pressures of the forward (Pf) and the reflected wave (Pb) traveling from peripheral arteries to the aorta. Increases in Pf and Pb contribute to elevated aortic SBP and pulse pressure (PP) responses to exercise, increasing the risk for cardiovascular events. However, the influence of Pf and Pb on aortic pulsatile load during isometric handgrip (IHG) and PEMI in normotensive premenopausal (PRE) and POST women have not been examined. PURPOSE: To investigate the effect of age on aortic BP, Pf, and Pb during IHG and PEMI in normotensive PRE and POST women. METHODS: Fifteen PRE (age: 24 ± 1 years) and 16 POST women (age: 59 ± 1 years) participated in this study. Brachial BP was obtained using an automated device and radial arterial tonometry was used to capture aortic waveforms to estimate aortic BP and pressure waves at rest, during a 2-min IHG at 30% of maximal force, and during a 3-min PEMI. RESULTS: BP responses to IHG were similar in both groups. Brachial PP (POST: Δ9 ± 1 mmHg vs PRE: Δ0 ± 2 mmHg, P < 0.01), aortic PP (POST: Δ8 ± 1 mmHg vs PRE: Δ3 ± 2 mmHg, P = 0.03), Pf (POST: Δ6 ± 1 mmHg vs PRE: Δ0 ± 1 mmHg, P < 0.01), and Pb (POST: Δ5 ± 1 mmHg vs PRE: Δ2 ± 1 mmHg, P = 0.02) responses to PEMI were significantly increased in POST compared to PRE women. Aortic DBP (POST: Δ6 ± 1 mmHg vs PRE: Δ11 ± 2 mmHg, P = 0.04) responses to PEMI was significantly lower in POST than PRE women. Brachial and aortic SBP significantly (P < 0.001) increased during PEMI in both PRE and POST women, but there was no difference (P > 0.05) between groups. CONCLUSION: Normotensive POST women have augmented aortic PP response to PEMI compared to PRE women due to increases in pressure of the forward and backward waves and a decrease in DBP. Our findings suggest that the age-related increase in muscle metaboreflex activation does not induce a systolic overload and the increase in aortic PP is attributed to reduced DBP in normotensive POST women.

To Solve Forward and Backward Nonlocal Wave Problems with Pascal Bases Automatically Satisfying the Specified Conditions

In this paper, the numerical solutions of the backward and forward non-homogeneous wave problems are derived to address the nonlocal boundary conditions. When boundary conditions are not set on the boundaries, numerical instability occurs, and the solution may have a significant boundary error. For this reason, it is challenging to solve such nonlinear problems by conventional numerical methods. First, we derive a nonlocal boundary shape function (NLBSF) from incorporating the Pascal triangle as free functions; hence, the new, two-parameter Pascal bases are created to automatically satisfy the specified conditions for the solution. To satisfy the wave equation in the domain by the collocation method, the solution of the forward nonlocal wave problem can be quickly obtained with high precision. For the backward nonlocal wave problem, we construct the corresponding NLBSF and Pascal bases, which exactly implement two final time conditions, a left-boundary condition and a nonlocal boundary condition; in addition, the numerical method for the backward nonlocal wave problem under two-side, nonlocal boundary conditions is also developed. Nine numerical examples, including forward and backward problems, are tested, demonstrating that this scheme is more effective and stable. Even for boundary conditions with a large noise at final time, the solution recovered in the entire domain for the backward nonlocal wave problem is accurate and stable. The accuracy and efficiency of the method are validated by comparing the estimation results with the existing literature.

Contribution of Increases in Late Systolic Ejection Volume to the Impact of Heart Rate on Central Arterial Pulse Pressure in a Community Sample.

A lower heart rate (HR) increases left ventricular (LV) ejection volume. Whether this contributes to the adverse effects of HR on central pulse pressure (PPc) through reservoir volume effects is uncertain. Using noninvasive central pressure, aortic velocity, and diameter measurements in the outflow tract (echocardiography), we assessed the role of LV ejection volume as a determinant of HR relations with PPc in 824 community participants. A lower HR was independently associated with both stroke volume (SV) (P < 0.001) and a shift in ejection volume from early (until the first systolic shoulder) to late (from first systolic shoulder to peak PP) systole (P < 0.05 to P < 0.005). Adjustments for LV end diastolic volume markedly diminished HR relations with SV and indexes of the shift in ejection volume to late systole. A lower HR was also independently associated with increases in forward traveling pressure waves (Pf) and PPc (P < 0.0001). However, adjustments for neither SV, nor indexes of a shift in ejection volume to late systole modified HR-Pf or PPc relations. This was despite relationships between indexes of a shift in ejection volume to late systole and both Pf and PPc (P < 0.0001). In contrast, adjustments for the increases in re-reflected and backward traveling wave pressures with a lower HR, eliminated HR-Pf and PPc relations. In contrast to current thought, a lower HR is not associated with increases in PPc through an impact of increases in late systolic ejection volume on aortic reservoir volume, but rather through increases in backward wave pressures.

Tunable transmission of a normal incidence through a double-slab structure

In this work, a double-slab structure is proposed, in which one slab is made of near-zero-real-part-of-impedance metamaterial (NZRPIM), and the other slab is made of ordinary transparent material. We shall demonstrate that, when a beam of electromagnetic wave is normally incident into the double-slab structure, the transmission may be enhanced significantly due to existence of a cross term induced by coherent superposition between forward and backward waves arising in the NZRPIM slab, thus the corresponding transmission peak may be strongly affected by the other slab and fluid arising between the two slabs, which is instructive significance for the design and application of high sensitivity refractive index sensor based on electromagnetic wave intensity detection. Our work may provide a new possible way to design and manufacture sensors by using NZRPIM.

Association between the reflection magnitude and blood pressure in a multiethnic cohort: the Healthy Life in an Urban Setting study.

Aims:Reflection magnitude (RM), the ratio of the amplitudes of the backward and forward central arterial pressure waves, has been shown to predict cardiovascular events. However, the association with blood pressure (BP) and hypertension is unclear.Methods:We assessed RM in 10 195 individuals of Dutch, South-Asian Surinamese, African Surinamese, Ghanaian, Turkish and Moroccan origin aged between 18 and 70 years (54.2% female) participating in the Healthy Life in an Urban Setting study. To determine RM, central arterial pressure and flow were reconstructed from finger BP. Hypertension was defined based on office-BP and medication. Associations with BP, hypertension, and hypertensive organ damage were assessed using linear regression models with correction for relevant covariates.Results:Mean RM was 62.5% (standard deviation [SD] 8.0) in men and 63.8% (SD 8.1) in women. RM was lowest in Dutch and highest in South-Asian and African participants. RM increased linearly with 1.35 (95% confidence interval [CI] 1.23–1.46) for every 10 mmHg increase in systolic BP from 120 mmHg onwards, while the relation with diastolic BP was nonlinear. RM was 2.40 (95% CI 2.04–2.76) higher in hypertensive men and 3.82 (95% CI 3.46–4.19) higher in hypertensive women compared to normotensive men and women. In hypertensive men and women with ECG-based left ventricular hypertrophy or albuminuria RM was 1.64 (95% CI 1.09–2.20) and 0.94 (95% CI 0.37–1.52) higher compared to hypertensive participants without hypertensive organ damage.Conclusion:RM is associated with BP, hypertension and hypertensive organ damage, and may in part explain disparities in hypertension associated cardiovascular risk.

W-type flying wing radar cross-section analysis

To study the electromagnetic scattering characteristics of a W-type flying wing with two rotors, a computing method is presented. The method includes two modules: dynamic grid transformation and instantaneous RCS (radar cross-section) computing. The results show that the surface of the blade and the leading edge of the wing have a high level of scattering under the irradiation of forward radar waves. The scattering characteristics of the rotor support cabin are enhanced when electromagnetic waves are incident from the side. At the given positive elevation angle, the mean of aircraft RCS curve under side direction decreases first and then increases with the increase in azimuth. The fluctuation range of the aircraft RCS curve under different tail azimuths is similar at the given negative elevation angle. The computing method is effective for analyzing the RCS of the W-type flying wing.

Optimized design of an arterial network model reproduces characteristic central and peripheral haemodynamic waveform features of young adults.

The arterial network in healthy young adults is thought to be structured to optimize wave reflection in the arterial system, producing an ascending aortic pressure waveform with three key features: early systolic peak, negative systolic augmentation and diastolic hump. One‐dimensional computer models have provided significant insights into arterial haemodynamics, but no previous models of the young adult have exhibited these three features. Given that this issue was likely to be related to unrepresentative or non‐optimized impedance properties of the model arterial networks, we developed a new ‘YoungAdult’ model that incorporated the following features: (i) a new and more accurate empirical equation for approximating wave speeds, based on area and relative distance to elastic–muscular arterial transition points; (ii) optimally matched arterial junctions; and (iii) an improved arterial network geometry that eliminated ‘within‐segment’ taper (which causes wave reflection in conduit arteries) whilst establishing ‘impedance‐preserving’ taper. These properties of the model led to wave reflection occurring predominantly at distal vascular beds, rather than in conduit arteries. The model predicted all three typical characteristics of an ascending aortic pressure waveform observed in young adults. When compared with non‐invasively acquired pressure and velocity measurements (obtained via tonometry and Doppler ultrasound in seven young adults), the model was also shown to reproduce the typical waveform morphology observed in the radial, brachial, carotid, temporal, femoral and tibial arteries. The YoungAdult model provides support for the concept that the arterial tree impedance in healthy young adults is exquisitely optimized, and it provides an important baseline model for investigating cardiovascular changes in ageing and disease states. Key points The origin of wave reflection in the arterial system is controversial, but reflection properties are likely to give rise to characteristic haemodynamic features in healthy young adults, including an early systolic peak, negative systolic augmentation and diastolic hump in the ascending aortic pressure waveform, and triphasic velocity profiles in peripheral arteries. Although computational modelling provides insights into arterial haemodynamics, no previous models have predicted all these features.An established arterial network model was optimized by incorporating the following features: (i) a more accurate representation of arterial wave speeds; (ii) precisely matched junctions; and (iii) impedance‐preserving tapering, thereby minimizing wave reflection in conduit arteries in the forward direction. Comparison with in vivo data (n = 7 subjects) indicated that the characteristic waveform features in young adults were predicted accurately.Our findings strongly imply that a healthy young arterial system is structured to optimize wave reflection in the main conduit arteries and that reflection of forward waves occurs primarily in the vicinity of vascular beds.

Arterial Stiffness and Endothelial Function are Comparable in Young Healthy Vegetarians and Omnivores

Vegetarians (VEG) are reported to have lower body weight, blood pressure (BP), and cardiovascular disease (CVD) risk compared with omnivores (OMN), yet the mechanisms remain unclear. A vegetarian diet may protect the vascular endothelium, reducing the risk of atherosclerosis and CVD. This cross-sectional study compared vascular function between OMN and VEG. We hypothesized that VEG would have greater vascular function compared with OMN. Fifty-eight normotensive young healthy adults participated (40 women [W]/18 men [M]; 28 OMN [15W/13M] and 30 VEG [25W/5M]; 26 ± 7 years; BP: 112 ± 11/67 ± 8 mm Hg). Arterial stiffness, assessed by carotid-to-femoral pulse wave velocity (OMN: 5.6 ± 0.8 m/s, VEG: 5.3 ± 0.8 m/s; P = .17) and wave reflection assessed by aortic augmentation index (OMN: 6.9 ± 12.3%, VEG: 8.8 ± 13.5%; P = .57) were not different between groups. However, central pulse pressure (OMN: 32 ± 5; VEG: 29 ± 5 mm Hg; P = .048) and forward wave reflection were greater in omnivores (OMN: 26 ± 3; VEG: 24 ± 3 mm Hg; P = .048). Endothelial-dependent dilation measured by brachial artery flow-mediated dilation was not different between groups (OMN: 6.0 ± 2.9%, VEG: 6.9 ± 3.3%; P = .29). Percent change in femoral blood flow from baseline during passive leg movement, another assessment of nitric oxide-mediated endothelial dilation, was similar between groups (OMN: 203 ± 88 mL/min, VEG: 253 ± 192 mL/min; P = .50). These data suggest that in healthy young adults, normotensive VEG do not have significantly improved vascular function compared with OMN; however, they have a lower central pulse pressure and forward wave amplitude which may lower the risk of future CVD.

Nuclear factor erythroid 2-related factor 2 agonist protects retinal ganglion cells in glutamate excitotoxicity retinas

ObjectiveTo investigate whether tert-Butylhydroquinone (TBHQ) can ameliorate oxidative stress and inflammation induced by glutamate excitotoxicity, and mediate retinal ganglion cell (RGC) damage by activating the nuclear factor erythroid 2-related factor 2 (Nrf2) signaling pathway and inhibiting the nuclear factor kappa B (NF-κB) signaling pathway. Materials and methodsTBHQ was used to treat a glutamate excitotoxicity model of retinal cell line 28 and C57 mice. Damage to RGCs and visual function were assessed using flash visual evoked potential (FVEP), immunofluorescence, propidium iodide staining, and hematoxylin and eosin staining. Knockdown of Nrf2 used Nrf2 shRNA. The expression levels of related proteins were detected using western blot and immunofluorescence. ResultsGlutamate excitotoxicity down-regulated Nrf2 expression in vitro and in vivo. Nuclear factor erythroid2-related factor 2 activation by TBHQ reduced the damage to retinal ganglion cells, reduced the thinning of the whole retina and the ganglion cell complex, and shortened the latency of the FVEP forward wave after injury. In addition, the levels of NAD(P)H quinone dehydrogenase 1 (NQO1), heme oxygenase 1 (HO-1), and Nrf2 increased significantly, and those of cyclooxygenase-2 (COX2) and NF-κB decreased significantly, after TBHQ treatment. Compared with TBHQ treatment group, the expression level of p-p65 in shRNA transfected group was increased, but still lower than that in Glu group. ConclusionThe protective effect of TBHQ on RGC loss under glutamate excitotoxicity might be related to the activation of the Nrf2 signaling pathway, anti-oxidative stress, inhibition of NF-κB activation, and inhibition of retinal inflammation. Thus, TBHQ might be used to treat glutamate excitotoxicity -related retinopathy.

Physics-Driven Deep Learning Inversion with Application to Magnetotelluric

Due to the strong capability of building complex nonlinear mapping without involving linearization theory and high prediction efficiency; the deep learning (DL) technique applied to solve geophysical inverse problems has been a subject of growing interest. Currently, most DL-based inversion approaches are fully data-driven (namely standard deep learning), the performance of which largely depends on the training sample sets. However, due to the heavy burden of time and computational resources, it can be challenging to supply such a massive and exhaustive training dataset for generic realistic exploration scenarios and to perform network training. In this work, based on the recent advances in physics-based networks, the physical laws of magnetotelluric (MT) wave propagation is incorporated into a purely data-driven DL approach (PlainDNN) and thus builds a physics-driven DL MT inversion scheme (PhyDNN). In this scheme, the forward operator modeling MT wave propagation is integrated into the network training loop, in the form of minimizing a hybrid loss objective function composed of the data-driven model misfit and physics-based data misfit, to guide the network training. Consequently, the proposed PhyDNN method will take the advantage of the fully data-driven DL and conventional physics-based deterministic methods, allowing it to deal with complex realistic exploration scenarios. Quantitative and qualitative analysis results demonstrate that the PhyDNN can honor the physical laws of the MT inverse problem, and with other conditions unchanged, the PhyDNN outperforms the PlainDNN and the classical deterministic Occam inversion method. When processing field data, the PhyDNN method yields considerably impressive inversion results compared to the Occam method, and the corresponding simulated MT responses agree well with the real measurements, which confirms the effectiveness and applicability of the PhyDNN method.

Study on the local and global performance of homogeneous platoon with a bidirectional ring interconnection

This paper investigates the local and global performance of the platoon where multiple identical vehicles move in a closed roadway and cooperate based on nearest-neighbour interactions. The information from the front neighbour, namely position, speed, and acceleration, is weighted non-equally component-wise to that from the back neighbour, which is quantified by the asymmetry level on each component. The local performance refers to the locally propagating attenuation for the bidirectional control, which captures whether the disturbance is amplified when propagating from a vehicle to its immediate neighbours. The global performance refers to the system transfer scalability, which characterises the scalability of system transfer matrix. Based on forward and backward wave transfer functions, several analytical necessary conditions of the locally propagating attenuation are obtained. Furthermore, two of these necessary conditions happen to be the same with the conditions for scalably asymptotic stability. Under mild assumptions, the locally propagating attenuation is sufficient for scalably asymptotic stability, the latter of which in turn implies the system transfer scalability. Numerical calculations further show that it is favourable for both performance measures to select the asymmetry levels on speed and acceleration with small magnitudes and located around the centre line of the band-like region of scalably asymptotic stability.

Research on coupled cavity mechanical tuning extended interaction oscillator with broad tuning range.

This paper proposes a new way to improve the tuning range of the extended interaction oscillator (EIO). Compared with the conventional EIO structure, the fundamental wave changes from the forward wave to the backward wave when the circuit structure changes from the strong-coupling characteristic of the grating to the weak-coupling characteristic. Simultaneously, the tuning range of the EIO can be greatly enhanced by mechanically tuning the coupling cavity. The results show that, compared with the strong-coupling structure of the grating, the extended interaction oscillation circuit has stronger dispersion sensitivity and greater frequency tuning characteristics under the weak-coupling characteristics of the grating. By mechanically tuning the width of the coupling cavity by 0.8mm, its center frequency can be varied by 9.5GHz. This paper also studies and compares the electronic displacement jump phenomenon that occurs in the mechanical tuning process. Similar to the electronic voltage tuning, the output dips suddenly at the operating point of the coupling mismatch. The effective output can be obtained by changing the operating mode in conjunction with electronic tuning. This article provides a new reference method for expanding the tuning range of the extended interaction oscillator.